Bachelor Top 50 Best Value en intelligence artificielle et apprentissage automatique – Apprendre une langue étrangère

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Université de Stanford

La Silicon Valley est une région du nord de la Californie connue pour sa forte concentration de sociétés de technologie. La vallée est une Mecque pour les emplois technologiques, ainsi que pour l'éducation technologique. La Stanford University, une université privée située à Stanford en Californie et fondée en 1885, n’est que l’un des nombreux collèges et universités de la Silicon Valley. Sans surprise, Stanford est connue pour son innovation en informatique et son influence sur la discipline universitaire. Outre le département d'informatique, l'école est une excellente université. Stanford est reconnu dans le monde entier pour son excellence académique globale et a récemment été classé n ° 5 par US News and World Report dans la catégorie «2018 meilleurs collèges sont des universités nationales».

Pour les étudiants intéressés par l’intelligence artificielle (IA) et l’apprentissage automatique, l’École d’informatique de l’Université de Sanford propose un baccalauréat ès sciences en informatique (BS CS) avec une piste d’intelligence artificielle. Les étudiants inscrits au programme développent des connaissances approfondies dans les domaines de l'informatique en suivant des cours de base. Les étudiants choisissent ensuite une zone de profondeur ou une piste. Les sujets de la concentration AI Track comprennent deux cours de quatre domaines différents: méthodes (cours d’apprentissage automatique, d’apprentissage par renforcement, de prise de décision), de traitement du langage naturel, de vision et de robotique. L’Intelligence Artificielle de Stanford (SAIL), qui étudie l’IA depuis sa fondation en 1962, offre des possibilités de recherche en intelligence artificielle et apprentissage automatique. Les chercheurs ont également publié un rapport d’investigation sur le domaine de l’intelligence artificielle (IA) et ses influences sur les gens, leurs communautés et la société – L'étude de cent ans sur l'intelligence artificielle. Outre le baccalauréat, Stanford propose aux étudiants et au grand public un cours d’introduction en ligne sur l’apprentissage automatique via Coursera.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Institut de technologie de Californie

Le California Institute of Technology, mieux connu sous le nom de «Caltech», est une petite université privée située à Pasadena, en Californie. L’école a été fondée en 1891 et est devenue l’Université Throop. Elle a été renommée en 1920. L’informatique est l’étude de premier cycle la plus populaire de Caltech. En outre, 43% des étudiants en informatique sont des femmes.

Le département d’informatique et de sciences mathématiques de Caltech propose un baccalauréat en sciences en informatique (BS CS) avec une piste d’apprentissage automatique et d’intelligence artificielle. Le baccalauréat en informatique enseigne une base solide en ingénierie, en mathématiques et en programmation à travers un ensemble de cours de base. Il propose également des cours approfondis et avancés dans des domaines spécifiques via des pistes spécialisées et un projet de synthèse. Les cours de la machine Learning & Intelligence artificielle comprennent: Introduction aux modèles de probabilité, Sujets avancés en vision par ordinateur, Probabilités et algorithmes, Apprentissage automatique et exploration de données, Systèmes d’apprentissage et Calcul neural. De plus, les étudiants de premier cycle de Caltech peuvent utiliser diverses possibilités de recherche dans le cadre du programme de bourses de recherche d'été de premier cycle (SURF), du projet de base requis pour les étudiants de premier cycle et hors campus par le biais de Research Research for Undergraduates de la National Science Foundation.

Enfin, pour les étudiants qui n’ont pas encore décidé si un baccalauréat en intelligence artificielle et apprentissage automatique leur convient ou pour ceux qui sont prêts à commencer, un cours en ligne d’initiation à l’apprentissage automatique proposé en collaboration par Caltech et edX.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université de Californie, Berkeley

L'université de Californie à Berkeley est une université publique fondée en 1868 et située à Berkeley, en Californie. Le campus, près de la baie de San Francisco, se trouve à quelques minutes en voiture de la Silicon Valley, où les étudiants peuvent trouver de nombreuses opportunités de recherche, de stage et d’emploi. La division informatique à U.C. Berkeley est l’un des programmes informatiques les plus robustes du pays et est réputé pour ses innovations en matière d’enseignement et de recherche. Cependant, ce sont les recherches de Berkeley sur l'IA et l'apprentissage automatique qui établissent l'école en tant qu'autorité de l'IA. Les six installations de recherche en intelligence artificielle de Berkeley comprennent le laboratoire de recherche sur l’intelligence artificielle de Berkeley (BAIR), le laboratoire de Berkeley pour les sciences de l’information et des systèmes (BLISS), le centre de vision et d’apprentissage de Berkeley (BVLC), le centre de systèmes intelligents (CIS), les utilisateurs de CITRIS Robots et l’Institut international des sciences informatiques (ICSI).

U.C. Berkeley propose un Bachelor of Arts in Computer Science (BACS) du College of Letters & Science, mais ne possède pas de piste spécifique d'IA ni d'apprentissage automatique. Cependant, les étudiants sont tenus de choisir des options techniques analogues aux offres de piste d'IA ou aux spécialisations offertes par d'autres institutions. Les cours techniques au choix en sciences cognitives comprennent la robotique avancée, l’approche de l’intelligence artificielle pour le traitement du langage naturel, la vision par ordinateur, la conception et le développement d’interfaces utilisateur, les algorithmes efficaces et les problèmes insolubles, l’initiation à l’intelligence artificielle, l’initiation à l’apprentissage automatique, les principes et techniques de la science des données. Pour les étudiants qui remplissent les conditions requises, un programme informatique accéléré de cinq ans, BS / MS, est proposé.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus

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Université de l'Illinois à Urbana-Champaign

L’Université de l’Illinois à Urbana-Champaign est une institution publique créée en 1867. Elle est située à environ 140 km au sud de Chicago, dans les villes jumelées de Champaign et Urbana. L'université compte environ 33 000 étudiants inscrits au premier cycle et compte plus de 150 programmes d'études de premier cycle. Dans le cadre de l’engagement de l’école en faveur de la réussite des étudiants, l’université recherche activement des partenariats d’entreprise et encourage le recrutement de campus avec ces partenaires.

Les étudiants en IA qui recherchent de la valeur, une expérience pratique et une chance de faire de la recherche au niveau du premier cycle devraient envisager le programme en IA de l'Université de l'Illinois. Par le biais du département de génie électrique et informatique, l’Université de l’Illinois propose un baccalauréat ès sciences en génie informatique avec une spécialisation en intelligence artificielle, robotique et cybernétique. Le programme est axé sur la résolution de problèmes et prépare les étudiants à un futur emploi dans des industries en évolution rapide et orientées solutions. La recherche de premier cycle est encouragée et de nombreuses opportunités sont offertes aux étudiants. Les étudiants peuvent également gagner des heures de crédit pour la recherche qu'ils mènent. Les groupes et installations de recherche sur l'IA sur le campus comprennent le groupe de recherche sur l'interaction intelligente homme-machine et le laboratoire d'intelligence artificielle.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université de Californie à San Diego

L'université de Californie à San Diego est une université publique créée en 1960. Bien que jeune, cette école a rapidement atteint le statut d'institution de premier plan dans le domaine de la recherche scientifique et de l'éducation et reçoit un financement annuel de plus d'un milliard de dollars. . Outre l’éducation abordable et de premier ordre, les étudiants bénéficient de l’un des plus beaux contextes académiques au monde; Le campus à couper le souffle de 1 200 acres de l’UCSD s’étend le long de l’océan Pacifique. L’école accueille chaque année un peu plus de 35 000 étudiants.

L’Université de Californie à San Diego offre un baccalauréat ès sciences en informatique avec un cluster d’intelligence artificielle par l’intermédiaire de la Jacobs School of Engineering. Comme une concentration ou une spécialisation, le cluster ajoute un domaine d'intérêt particulier pour aider les étudiants à poursuivre leurs études supérieures plus profondément et plus largement. Les étudiants qui se concentrent sur le cluster d'intelligence artificielle travailleront également dans ses sous-domaines d'apprentissage automatique et d'exploration de données. Les classes du groupe d'IA comprennent la recherche et le raisonnement, les approches statistiques de l'IA, le traitement des images, la vision par ordinateur et le traitement des images. U.C. Les travaux de recherche sur l’intelligence artificielle réalisés à San Diego incluent le groupe de l’intelligence artificielle et le programme COSMAL (Computational Computational, Statistics & Machine Learning).

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université du Minnesota-Twin Cities

L'Université du Minnesota – Twin Cities est une université publique foncière située dans les villes de Minneapolis et de St. Paul, Minnesota. L'une des universités de recherche publique les plus réputées du pays, cette école est la plus ancienne et la plus grande du système universitaire du Minnesota. L'Université du Minnesota est membre de la Big Ten Academic Alliance (BTAA), un consortium universitaire de quatorze universités participant à la conférence Big Ten, qui propose des travaux de recherche collaboratifs. Les écoles membres sont en mesure de générer des opportunités uniques pour le corps professoral et les étudiants en partageant ressources et compétences. L’adhésion à Big Ten est un attrait pour les étudiants à la recherche de possibilités de recherche, en particulier dans les domaines d’études émergents tels que l’intelligence artificielle et l’apprentissage automatique.

L'Université du Minnesota – Twin Cities propose aux étudiants d'Amnesty International un baccalauréat ès sciences en informatique avec une piste en intelligence artificielle / robotique. Le programme de sciences informatiques de l’université fait partie de la faculté des sciences et du génie qui propose de nombreuses et majeures uniques au premier cycle. AI Track comprend des cours sur l'intelligence artificielle, l'apprentissage automatique, l'exploration de données, les systèmes robotiques intelligents, la détection et l'estimation en robotique et la vision par ordinateur. Les laboratoires et projets de recherche liés à l’IA et à l’apprentissage automatique de l’Université du Minnesota comprennent l’Intelligence artificielle, la Robotique et le Laboratoire de vision; Outobox: Groupe de lecture en apprentissage automatique; et le séminaire Visual Computing and AI.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Georgia State University

Vous ne connaissez peut-être pas la Georgia State University, mais le rappeur Ludacris et l'ancien PDG de Bank of America, Ken Lewis, connaissent cette école – ils sont tous deux d'anciens élèves. La Georgia State University est une université publique créée en 1913. Le campus autoproclamé «campus sans frontières» se compose de sept campus répartis dans la région métropolitaine d’Atlanta et accueillant plus de 24 000 étudiants de premier cycle.

La Georgia State University offre un baccalauréat en sciences en informatique avec une concentration en bases de données et en systèmes fondés sur la connaissance. Ce programme de premier cycle prépare les étudiants en IA aux classes de base sur les principes et processus fondamentaux du calcul, ainsi que les classes de concentration, afin de fournir l'étendue et la profondeur appropriées des connaissances dans la discipline. Les classes de concentration comprennent l'intelligence artificielle, le traitement d'images numériques, le développement de logiciels orientés réseau, la programmation Web, les systèmes de bases de données et l'exploration de données. Le département d’informatique de la Georgia State University a été créé en 1999 et mène des travaux de recherche interdisciplinaires. La participation aux programmes sur les bases moléculaires des maladies et les cerveaux et comportements de l’école n’est qu’un exemple de la manière dont le département collabore avec d’autres départements. L’État de Géorgie est également réputé pour sa diversité et, sans surprise, le département d’informatique s’efforce de promouvoir la mixité dans un domaine où les femmes sont historiquement sous-représentées. À l’automne 2017, le département d’informatique de l’État de Géorgie a lancé une nouvelle organisation d’étudiants appelée Girls ++. L'organisation est une section étudiante du Conseil des femmes en informatique de l'Association pour des machines informatiques (ACM), créé dans le but de fournir un lieu aux femmes qui se spécialisent en informatique pour échanger et partager leurs expériences.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Institut polytechnique de Virginie et université d'État

Les étudiants intéressés par l’intelligence artificielle et l’apprentissage automatique peuvent «inventer le futur» au sein du centre de recherche, Virginia Tech. L'Institut polytechnique et l'université d'État de Virginie, plus connus sous le nom de «Virginia Tech», est une université publique située dans la ville de montagne de Blacksburg, en Virginie. L'école a été fondée en 1872 et compte plus de 25 000 étudiants inscrits au premier cycle. L'école est bien connue pour son excellence académique et sa valeur.

Le département d'informatique a un programme de premier cycle accrédité qui offre des diplômes de premier cycle avec une piste d'étude spécialisée. Un baccalauréat ès sciences avec une piste de connaissances, d'informations et de données (KID) prépare les étudiants à un emploi ou à des études supérieures. La piste KID se concentre sur les données, les informations et les connaissances dans de nombreux sous-domaines, notamment l'intelligence artificielle et l'apprentissage automatique. Les étudiants de premier cycle sont encouragés à participer à la recherche ainsi qu’à un projet d’équipe par le biais de cours de synthèse. Virginia Tech offre également aux étudiants un accès à des stages et à des opportunités d'emploi via un programme de partenariat d'entreprise.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université d'État de l'Ohio

Université d'État de l'Ohio (OSU) – Columbus est une université publique fondée en 1870. L'école est située dans la ville de Columbus, dans l'Ohio, et compte plus de 45 000 étudiants inscrits au premier cycle. L’État d’Ohio continue de prendre sa mission d’octroi de terres comme carte de visite, offrant le meilleur enseignement possible en sciences appliquées pratiques, préparant les étudiants à des professions cruciales et établissant des liens entre les secteurs public et privé. OSU est la plus haute et la plus importante université de l'État.

Un baccalauréat ès sciences en informatique et en génie (BS CSE) prépare les étudiants à une gamme de carrières en informatique et est offert par le College of Engineering. Les étudiants qui choisiront la spécialisation en degré d'intelligence artificielle suivront des cours sur l'intelligence artificielle, l'apprentissage automatique, la reconnaissance statistique de formes, les interactions homme-machine, le traitement de la parole et du langage et les réseaux de neurones. L'université d'État de l'Ohio offre également de nombreuses possibilités de recherche sur l'intelligence artificielle. Les groupes de recherche sur l'IA sur les campus comprennent Apprentissage automatique; Traitement de l'audition, de la parole et du langage; Apprentissage automatique et théorie de l'apprentissage; et systèmes cognitifs. Le Laboratoire de recherche sur l’intelligence artificielle (LAIR), créé dans les années 1970, mène des recherches de pointe sur l’IA.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université Texas A & M College-Station

La Texas A & M University – College Station, fondée en 1876, a été le premier établissement public d'enseignement supérieur créé dans l'État du Texas. Située au centre des villes de Houston, Dallas et Austin, l’école a élu domicile à College Station. L'université compte plus de 50 000 étudiants de premier cycle et est souvent classée pour sa qualité d'enseignement et sa valeur.

La station de métro Texas A & M University College propose un baccalauréat ès sciences en informatique avec une piste de systèmes d'information et intelligents. Ce programme de premier cycle en informatique est conçu pour préparer les étudiants à entrer dans le domaine des sciences informatiques en rapide évolution avec une base solide en sciences, mathématiques, anglais, statistiques et informatique. En plus des cours de base, les étudiants consacrent 12 heures-crédits à un domaine de concentration. Les cours de la filière Systèmes d'information et systèmes intelligents comprennent l'intelligence artificielle des systèmes de bases de données, l'interaction homme-machine, l'infographie, le développement de jeux, les structures d'information interactive, les ordinateurs et les nouveaux médias, la robotique et l'intelligence spatiale, ainsi que le stockage et la récupération d'informations. Les domaines de recherche en informatique au Texas A & M incluent l’intelligence artificielle, les systèmes intelligents, l’apprentissage automatique, le traitement du langage naturel et l’interaction homme-machine.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université Johns Hopkins

L'Université Johns Hopkins est une institution privée située sur un campus de 140 acres à Baltimore, dans le Maryland. La petite école, fondée en 1876, compte environ 6.100 étudiants inscrits au premier cycle. L'école est reconnue pour son excellence académique parallèle aux institutions prestigieuses de la Ivy League. Bien que Johns Hopkins ne soit pas une école de la Ivy League, il a accepté avec joie de faire partie d'une «ligue à part». Peu d'universités aux États-Unis offrent une éducation plus complète.

Les étudiants poursuivant des études en intelligence artificielle ou en apprentissage automatique s'intéresseront au baccalauréat ès sciences en informatique de Johns Hopkins, avec un domaine de spécialisation en traitement du langage naturel, offert par l'intermédiaire de la Whiting School of Engineering. Les étudiants qui choisiront ce domaine d’intervention suivront des cours sur le traitement automatique du langage naturel, l’intelligence artificielle, la recherche d’informations, la connaissance tirée du texte, l’apprentissage automatique et la traduction automatique. La recherche de premier cycle fait partie intégrante du diplôme Johns Hopkins. Les étudiants intéressés peuvent effectuer des recherches aux côtés des professeurs et des étudiants diplômés. Quarante pour cent des étudiants de premier cycle en informatique profitent de ces possibilités de recherche. Les étudiants sont également encouragés à poursuivre des stages en hiver et en été et peuvent choisir de travailler moyennant un salaire ou un crédit académique. Les domaines de recherche en informatique liés à l'IA sur le campus comprennent l'apprentissage informatisé et l'informatique intensive, le traitement du langage et de la parole, la robotique, la vision et les graphiques.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université Rutgers-Nouveau-Brunswick

L’Université Rutgers du Nouveau-Brunswick (Université d’État du New Jersey) est une université publique créée en 1766 sous le nom de Queen’s College. L'école est située à Piscataway, dans le New Jersey, et compte plus de 36 000 étudiants inscrits au premier cycle. Avec plusieurs sites dans l'État et une influence qui s'étend à presque toutes les professions et toutes les disciplines. Rutgers peut vraiment revendiquer le titre de l'Université d'État du New Jersey.

Le département d'informatique de Rutgers propose un baccalauréat en sciences avec une spécialisation en intelligence artificielle et en sciences cognitives. Le programme fournit une base solide en informatique et un domaine ciblé de l'éducation dans une sous-discipline de l'informatique.Le département des sciences informatiques de l'Université Rutgers, fondé en 1966, fait partie de la School of Arts and Science et est un centre de recherche et de enseignement au premier cycle et aux cycles supérieurs. Axé sur l'étude des différentes sous-disciplines de l'informatique, Rutgers dispose de groupes de recherche dans les domaines de l'intelligence artificielle, de la robotique, des fondements de l'informatique, de l'informatique scientifique et des systèmes. Les laboratoires et les centres de recherche associés comprennent le Laboratoire d’Intelligence Artificielle et Artificielle (AAI), le Centre pour l’analyse dynamique des données (CDDA) et le Centre pour la science cognitive Rutgers (RuCC).

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Institut de technologie du New Jersey

Les étudiants intéressés à étudier la cognition et l'informatique devraient envisager l'Institut de technologie du New Jersey (NJIT). Fondé en 1881, le New Jersey Institute of Technology (NJIT) est une université publique située à Newark, dans le New Jersey. Le NJIT est implanté à Newark, où les fondateurs de l’université prévoyaient un besoin majeur d’enseignement technique et mécanique au plus fort de la révolution industrielle. C’est sur cette base que le NJIT s’est solidement bâti pour devenir l’une des principales institutions d’ingénierie et de technologie du Nord-Est.

Le Ying Wu College of Computing a la distinction d'être la plus grande école d'informatique de la région métropolitaine de New York / New Jersey, ce qui en fait un important fournisseur de professionnels qualifiés et innovants dans le domaine de l'informatique. Avec le Wu College, NJIT propose un baccalauréat en sciences en interaction homme-machine avec spécialisations en design cognitif. Le degré se concentre sur les interfaces entre les personnes et les ordinateurs tandis que la spécialisation introduit les étudiants à la philosophie de l'esprit et des sciences cognitives. Les cours de cette spécialisation comprennent de nombreuses offres en sciences cognitives, en machines et machines, et en cyberpsychologie.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université du Maryland – College Park

L'université du Maryland — College Park est une université publique créée en 1856. L'école de banlieue se trouve à une courte distance de Washington, D.C., sur le campus phare de College Park de l'université du Maryland.

Des recherches en informatique sont menées à l’UM depuis les années 1940. En 1973, le département d’informatique a été officiellement créé et, aujourd’hui, il est l’un des meilleurs départements d’informatique au monde. Pour les étudiants intéressés par un diplôme en intelligence artificielle ou en apprentissage automatique, l'Université du Maryland-College Park propose un baccalauréat ès sciences en informatique avec une spécialisation en science des données. Le programme de diplôme en informatique offre une introduction complète à l’Intelligence Artificielle via la spécialisation en science des données. Les étudiants qui suivent la spécialisation en sciences des données doivent suivre des cours élémentaires de niveau inférieur, puis des cours de spécialisation de niveau supérieur. Les cours de la spécialisation comprennent l’apprentissage automatique, la conception de bases de données et l’intelligence artificielle.

Le Centre Brendan Iribe pour l’informatique et l’innovation est en construction. Dans l’esprit d’innovation, une caméra Web en ligne affiche les progrès du bâtiment en temps réel. Le centre Iribe accueillera le département d’informatique de l’université et son célèbre institut de hautes études informatiques (UMIACS). Avec six étages de laboratoires spécialisés, le centre soutiendra des recherches novatrices dans les domaines de la réalité virtuelle et augmentée, de l'intelligence artificielle, de la robotique, de la vision par ordinateur, des algorithmes, des langages de programmation et des systèmes.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université de Harvard

Située à Cambridge dans le Massachusetts et fondée en 1636, l’Université de Harvard est l’une des plus anciennes institutions du pays. L'université privée possède l'un des noms les plus reconnus au monde et est considérée par beaucoup comme le bâton de mesure de l'excellence académique. Il est l’un des huit membres de la prestigieuse Ivy League Schools et a formé sept présidents américains, dont Barack Obama et John F. Kennedy. Harvard a récemment été classé n ° 2 par les États-Unis d'Amérique dans la catégorie des 2018 meilleurs collèges est celle des universités nationales.

Les étudiants intéressés par la cognition et les neurosciences du point de vue de l’informatique peuvent poursuivre des études en informatique avec une concentration en esprit, cerveau et comportement à l’Université de Harvard. Ce programme unique, offert par l’École de génie et de sciences appliquées John A. Paulson, offre une piste d’études interdisciplinaires affiliée à l’initiative Mind, Brain, and Behavior de l’université. Les étudiants de la filière esprit, cerveau et comportement sont censés avoir terminé leurs recherches de premier cycle avant l'obtention de leur diplôme, participer au milieu de recherche universitaire sur le mental, le cerveau et le comportement, et participer à un séminaire de troisième année sur la maîtrise de l'esprit, du cerveau et Auteurs de thèse de comportement. Le groupe de recherche sur les campus lié à l'IA est le groupe de recherche sur l'intelligence artificielle (AIRG).

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université Columbia

La Columbia University, université privée de New York, a été fondée en 1754 et figure parmi les huit membres de la ligue Ivy. L'école accueille chaque année un peu plus de six mille étudiants de premier cycle. Le campus principal de Columbia est situé dans l'Upper West Side de Manhattan, à New York, et le célèbre centre médical de l'Université Columbia se trouve dans le quartier de Washington Heights, dans le nord de Manhattan.

Columbia propose un baccalauréat ès sciences en informatique avec une piste de systèmes intelligents aux étudiants intéressés par l'apprentissage automatique, les robots et les systèmes d'intelligence artificielle capables de présenter une intelligence «semblable à celle de l'homme». Les étudiants en informatique étudient un programme intégré qui les prépare à la fois à s’appliquer – langages de programmation, systèmes d’exploitation et architecture informatique – et aux développements théoriques en informatique au fur et à mesure. Cette approche intégrée permet aux étudiants d'acquérir le type de flexibilité nécessaire dans ce domaine en évolution rapide.

Le programme d’enseignement en informatique de niveau inférieur consiste en une série de cours de base qui constituent la base des cours et des cours avancés. Le programme d’enseignement supérieur en informatique est organisé en pistes d’options permettant aux étudiants de choisir un domaine d’intérêt à approfondir. Les étudiants de la filière des systèmes intelligents suivront des cours sur l'intelligence artificielle, le traitement du langage naturel, le traitement du langage parlé, la vision par ordinateur, la robotique et l'apprentissage automatique. Le programme d'informatique de Columbia prépare les diplômés à la transition directe vers des postes de carrière en informatique ou à la poursuite de leurs études dans des programmes d'études supérieures. De nombreux étudiants choisissent de combiner l'informatique et une seconde carrière en poursuivant des programmes supplémentaires en administration des affaires, en médecine ou dans une autre filière professionnelle.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
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Université de Géorgie – Athens, GA

L’Université de Géorgie (UGA), fondée en 1785, est la plus ancienne université du pays. L’école est située à 70 km au nord d’Atlanta à Athènes, en Géorgie – une ville universitaire très prisée.

L'université de Géorgie héberge l'institut pour l'intelligence artificielle du Franklin College of Arts and Sciences. L’institut, créé en 1984, a contribué à la création du programme de premier cycle en sciences cognitives, unique en son genre dans le système universitaire de Géorgie. Ce programme unique combine des domaines interdisciplinaires consacrés à l’étude des systèmes intelligents. À travers le Franklin College, UGA propose un Artium Baccalaureus (A.B) en sciences cognitives avec une concentration en bases de l'intelligence artificielle. Les étudiants de cette filière étudieront l’esprit, l’intelligence et leur relation avec l’IA. Les cours d'informatique, de linguistique, de philosophie et de psychologie constituent le noyau du diplôme. Après une exposition à un large éventail de cours interdisciplinaires, les étudiants se concentrent sur deux domaines fondamentaux. Les étudiants en formation d'IA Foundations suivront des cours sur différents sujets: théorie de l'informatique, structures de données, intelligence artificielle, robotique, programmation symbolique, calcul évolutif et systèmes déductifs.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
18

L'Université de Cornell

La Cornell University à Ithaca, dans l’État de New York, est une institution privée fondée en 1865. Elle compte environ 14 500 étudiants chaque année. Le campus principal de 2300 acres à Ithaca se trouve dans la région des Finger Lakes de l'État de New York et propose des sentiers de randonnée, la navigation sur le lac Cayuga, ainsi que de nombreuses autres activités de plein air. La ville universitaire d’Ithaca est fréquemment classée parmi les villes les plus conviviales des États-Unis avec des restaurants et des magasins où il est possible de se promener et se trouve à moins d’une heure de route de la ville de Syracuse.

Le département d'informatique de Cornell a été créé en 1965 et est l'un des plus anciens des États-Unis. Le département gère 12 axes principaux de recherche, dont l'intelligence artificielle. Les étudiants de Cornell intéressés par l'intelligence artificielle peuvent obtenir un baccalauréat en sciences en informatique avec un vecteur en intelligence artificielle et un suivi en apprentissage automatique. La piste AI Machine Learning se concentre sur les méthodes et la théorie de l’apprentissage automatique. Le département d'informatique de Cornell est un chef de file en matière de recherche de pointe dans de nombreux domaines importants de l'informatique. Les groupes de recherche et les domaines d'étude de Cornell sur l'intelligence artificielle comprennent la durabilité informatique, la théorie du jeu et de la décision, les liens avec l'économie, la représentation et le raisonnement des connaissances, l'apprentissage automatique, le traitement du langage naturel, la linguistique informatique et la recherche d'informations, et la robotique et la vision.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
19

Massachusetts Institute of Technology

Le Massachusetts Institute of Technology (MIT) est une université privée créée en 1861 à Cambridge, dans le Massachusetts. Grâce à la Faculté de génie électrique et informatique, les étudiants peuvent poursuivre un Scientiae Baccalaureus (S.B.) en informatique et en génie. Le programme du programme est centré sur les structures de calcul, l'intelligence artificielle, le génie logiciel, les algorithmes informatiques et les systèmes informatiques. Bien que ce diplôme soit axé sur l’IA, les recherches du MIT en la matière constituent le principal attrait de l’école.

Le département de génie électrique et informatique du MIT a ouvert le laboratoire d’intelligence artificielle en 1959, quatre ans avant le laboratoire d’informatique en 1963. En 2003, les deux laboratoires ont fusionné pour créer le laboratoire d’informatique et d’intelligence artificielle (CSAIL). Historiquement, les laboratoires d'informatique et d'intelligence artificielle se sont associés à des entreprises avant-gardistes pour repousser les limites de l'intelligence artificielle et de l'informatique. En 2017, le MIT et IBM ont annoncé un partenariat visant à créer le MIT-IBM Watson AI Lab à Cambridge, près du campus du MIT. IBM investit 240 millions de dollars dans le laboratoire de recherche sur l’intelligence artificielle et devrait devenir l’un des plus importants partenariats universités-industrie sur l’intelligence artificielle. Le laboratoire appuiera les recherches menées par les scientifiques et les étudiants d’IBM et du MIT. Il est prévu qu’il emploiera 100 professeurs et étudiants du MIT et hébergera environ 3 000 employés d’IBM.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
20

Université du Michigan-Ann Arbor

Université du Michigan — Ann Arbor est un établissement public fondé à Détroit en 1817. L'université a été déplacée à Ann Arbor en 1847. Ann Arbor est sans doute l'une des meilleures villes universitaires du pays et seulement quarante -5 minutes en voiture de Detroit. L'Université du Michigan est une grande école qui compte environ 29 000 étudiants chaque année. L’école est également considérée comme un moteur de recherche et a été classée par la classification Carnegie des établissements d’enseignement supérieur parmi les 115 universités doctorales dotées de la «très haute recherche».

L'université de littérature, de sciences et d'arts de l'Université du Michigan propose un baccalauréat en sciences en informatique avec une piste en intelligence artificielle. Le programme permet aux étudiants d'adapter un diplôme en informatique à un domaine d'intérêt particulier. Les cours de base du programme d’informatique fournissent aux étudiants une base solide en logiciels, matériel informatique et théorie. Les spécialisations facultatives de filières permettent aux étudiants de suivre des cours au choix en informatique avancée. Les étudiants qui étudient l'IA étudieront la théorie de l'IA et les investigations appliquées des systèmes intelligents. Il convient également de noter que dix groupes de recherche différents sont hébergés au laboratoire d'Intelligence Artificielle de l'Université du Michigan, offrant de nombreuses possibilités de recherche aux étudiants.

  • Frais de scolarité annuels: $$$$$
  • Format: sur le campus
21

Georgia Institute of Technology-Campus principal

Le Georgia Institute of Technology, mieux connu sous le nom de «Georgia Tech», est une université publique située à Atlanta, en Géorgie. L'école a été fondée en 1885 et compte actuellement environ 15 000 étudiants inscrits au premier cycle.

L’informatique étant la base et la plateforme de nombreuses industries et disciplines, le département d’informatique de Georgia Tech cherche à créer des diplômés dotés de bases solides en principes de l’informatique, de compétences informatiques spécialisées et d’un œil d’experts pour l’innovation et la résolution de problèmes. Georgia Tech propose un baccalauréat en sciences informatiques (BS CS) par l'intermédiaire de la College of Computing, School of Computer Science. The B.S degree has eight areas of concentration, or Threads, that focus on different specializations, including Artificial Intelligence and Machine Learning (ML). The AI thread is concerned with top-to-bottom computational models of intelligence and prepares students for fields of artificial intelligence, machine learning, perception, cognitive science. At the undergraduate level, AI and ML classes are also found in the Devices Thread. Commonly taken courses in AI and ML include Introduction to Artificial Intelligence, Machine Learning, Natural Language Understanding, Knowledge-based AI, Game AI and Pattern Recognition.

Some centers of interdisciplinary research directly involved with Computer Science include the Center for Research into Novel Computing Hierarchies, the Institute for People and Technology, and the Algorithms and Randomness Center. Additionally, the College of Computing is home to the Institute for Robotics and Intelligent Machines.

  • Annual Tuition: $$$$$
  • Format: sur le campus
22

Université du nord-ouest

Founded in 1851, Northwestern University is a private institution that annually enrolls around 8,300 undergraduate students. The 231-acre main campus was originally farmland and swamp in Evanston, Illinois. Northwestern is recognized internationally and nationally for its educational programs and was recently ranked #11 by U.S. New in the 2018 edition of Best Colleges is National Universities.

The Bachelor of Science in Computer Science with Artificial Intelligence Specialization is offered by Northwestern’s McCormick School of Electrical Engineering Computer Science Division. The program is ideal for students interested in AI and machine learning. The Northwestern curriculum is designed to show students how to approach problems from both the algorithmic perspective and the systems perspective and to expose students to the “breadth” and “depth” requirements within their major. Northwestern gives students the tools to comprehend the breadth of the computer science field through core classes. As part of the curriculum requirements, students are expected to acquire depth in two of the areas of specialization. The Artificial Intelligence Track is one is one of the two depth areas for computer science majors to pursue, offering close to 20 different courses. Students in this track will take classes in Artificial Intelligence, Natural Language Processing, Knowledge Representation and Reasoning, Machine Learning.

This program prepares students for employment or to move on to graduate studies. Northwestern’s computer science graduates are recruited by employers in nearly every industry. Research opportunities available through the McCormick School of Engineering include research in artificial intelligence, machine learning, and human-computer interaction. Specific campus research groups include the Assistive & Rehabilitation Robotics Laboratory (argallab); the Intelligent Information Lab; and the Interactive Audio Lab.

  • Annual Tuition: $$$$$
  • Format: sur le campus
23

Yale University

Yale University, founded in 1701, is a private institution in New Haven, Connecticut. The school has an annual undergraduate enrollment of around 5,500 students. Yale is well-known for its excellent drama and music programs, as well as, its overall academic excellence. A coveted Ivy League school, the institution is frequently ranked for its superb academics and was recently ranked #3 in the category of National Universities. The school’s student-faculty ratio is 6:1, and 75.2 percent of the classes have fewer than 20 students. The most popular majors at Yale include Economics, Political Science and Government, History, Psychology, Cell/Cellular and Molecular Biology.

Yale’s Department of Computer Science was founded in early 1970’s when the department only had four areas of study – Theory of Computation, Artificial Intelligence, Numerical Analysis, and Systems. Now, the Computer Science department prides itself on the interdisciplinary nature of its subject and maintains connections with other departments including psychology. The school offers an interdisciplinary Bachelors of Arts in Computer Science and Psychology designed for students interested in integrating work in both fields. Cognitive science, artificial intelligence, and biological perception are just a few examples of the areas where these two fields overlap. Campus AI research areas/groups/facilities include the Artificial Intelligence Laboratory and the Center for Computational Vision and Control.

  • Annual Tuition: $$$$$
  • Format: sur le campus
24

Carnegie Mellon University

Carnegie Mellon University is located on a 149-acre campus in Pittsburgh, Pennsylvania and was founded by philanthropist Andrew Carnegie in 1900. The small, private university annually enrolls around 6,600 undergraduate students. Carnegie Mellon is well known for academic excellence and was recently ranked #25 by U.S. News in the 2018 edition of Best Colleges in National Universities.

Artificial Intelligence is one of the most studied interdisciplinary areas at Carnegie Mellon. The departments of Computer Science, Electrical and Computer Engineering, Statistics, and the Tepper School of Business all have offerings in AI that uniquely cater to each field of study. The Machine Learning Department at the Carnegie Melon University’s School of Computer Science offers two undergraduate programs for students interested in artificial intelligence and machine learning. The first program is a Bachelor of Science in Computer Science with a Minor in Machine Learning. The Minor in Machine Learning allows undergraduates to learn about the core principles of machine learning and statistical methods used in the application of natural language processing, computer vision, and robotics. The second undergraduate program offered is a B.S in Statistics & Machine Learning, a program that develops the critical ideas and skills underlying statistical machine learning.

  • Annual Tuition: $$$$$
  • Format: sur le campus
25

University of Washington-Seattle Campus

Located north of downtown Seattle, the University of Washington (UW) is one of the oldest public universities on the West Coast. The school was founded in 1861 and has an annual undergraduate enrollment of around 30,000 students. Considered to be one of the best locations in the world for AI research, the University of Washington (UW) is an excellent choice for students interested in the sub-field of machine learning. UW is active in most significant areas of machine learning research and in a variety of applications like natural language processing, vision, computational biology, the Web, and social networks.

UW offers a Bachelor of Science in Computer Science Engineering with a Specialization in Data Mining. Students pursuing the specialization in Data Mining will take courses in statistics, data base design, and machine learning. Data mining is used daily to tune Web search engine ranking functions, to evaluate the merit of credit card applications, to determine when a retail store should reorder products, and even optimize the energy efficiency of advanced CPU architectures. Because these skills are so widely used, is is not surprising that individuals skilled in data mining and machine learning are presently in extremely high demand. UW’s campus AI-related research areas include Ubiquitous Computing and Artificial Intelligence. The Artificial Intelligence group research focuses on areas such as Automated Planning and Control, Intelligent Interaction, and Brain-Computer Interfaces Intelligent Interaction; Machine Learning; Natural Language Processing, Robotics, and Graphics & Imaging Laboratory.

  • Annual Tuition: $$$$$
  • Format: sur le campus
26

Rice University

Rice University is situated in the heart of Houston, the nation’s fourth-largest city. Rice is a small, private institution that was founded in 1912 and has an annual undergraduate student enrollment of around 3,800 students. Rice strives to produce the next generation of leaders and advances tomorrow’s thinking through comprehensive research and fostering a diverse intellectual environment. The school was recently ranked #14 by U.S. News as one of the 2018 best National Universities.

The Rice Computer Science Department was officially formed in 1984 and now offers students a choice of a B.A. or a B.S. in Computer Science. The school’s research is a central part of the department’s mission which focuses on three specialization areas including Algorithms and Artificial Intelligence (AAI), Computer Engineering and Systems (CES), and Programming Languages and Software Engineering (PLSE). Rice University offers its students who are interested in the Artificial Intelligence program the newest technological advances in the field. While using these advances, students will be able to work in groups for research to learn from existing methodologies and develop new ones. Rice University’s AI program also has algorithm courses that will help students be ready for data analysis and computational work, in employment or in graduate studies.

  • Annual Tuition: $$$$$
  • Format: sur le campus
27

University of North Carolina at Charlotte

The University of North Carolina—Charlotte is a public institution that was founded in 1946 on a 1000-acre campus near uptown Charlotte. The school is one of the fastest growing campuses in the North Carolina university system with an annual undergraduate enrollment of more than 23,000 students. UNC-Charlotte is also one of the most affordable choices for students pursuing a degree computer science degree in artificial intelligence.

The UNC-Charlotte Department of Computer Science offers a Bachelor of Science in Computer Science with a Concentration in AI, Robotics, and Gaming. Graduates from the B.S. program have broad knowledge and skill in computer science, gained through a required 25 hours of computer science courses and 15 credit hours in a complementary discipline to which computing applies. Students can also pursue a degree Concentration, designed to prepare students for employment or to pursue graduate studies. The concentration in AI, Robotics, and Gaming includes courses in artificial intelligence, machine learning, and computer vision. All students in a concentration must complete a course in critical thinking. The University Career Center offers an optional Cooperative Education program to help students prepare to enter a chosen professional career. The program allows students pursue their educational degree along with alternating semesters of full-time work experiences.

  • Annual Tuition: $$$$$
  • Format: sur le campus
28

Oregon State University

Oregon State University (OSU) in Corvallis is an hour drive from the Pacific Ocean and about 90 minutes south of Portland. Founded in 1868, the school is Oregon’s only Land Grant university and is one of only two universities in the U.S. to have the distinction of the all three of the designations – Sea Grant, Space Grant, and Sun Grant. OSU is Oregon’s largest public research university and well known for its studies of marine sciences, sustainable food systems, and forestry. Oregon State has an annual undergraduate enrollment of around 25,000 students and is also known for its eCampus that offers a wide variety of online degrees.

Oregon State University’s computer science program is one of the most flexible programs available. Oregon State University offers a Bachelor’s in Science in Applied Computer Science with a Specialization in Artificial Intelligence. The Applied computer science degree option allows students to develop a degree program that focuses on their area of interest. Students can specialize in an area of computer science such as artificial intelligence, machine learning or shape a program that includes fields outside computer science such as music. Students will need to complete and submit a plan of study by the end of their first term in the program.

  • Annual Tuition: $$$$$
  • Format: sur le campus
29

University of Rochester

The University of Rochester is a private institution, founded in 1850 in Rochester, New York. The school’s picturesque 707-acre main campus is located two miles south of downtown Rochester on the Genesee River. The small university’s annual undergraduate enrollment is around 6,300 students, but despite its size, the school is continually ranked as one of the nation’s best colleges. U.S. News ranked it #34 in the recent 2018 edition of Best Colleges is National Universities.

The University of Rochester offers a Bachelor of Science in Computer Science with a Specialization in Machine Learning, Vision, and Robotics that provides students a robust and rigorous background in computer science principles, including the requisite mathematical foundations, and expose students to the problems and solution techniques used in the various areas of the discipline. Students seeking this degree can choose a Specialization in Machine Learning, Vision, and Robotics which focuses on data mining, machine learning, and machine vision. Additionally, students can take advantage of campus research opportunities with innovative professors in the field of artificial intelligence. Related campus research groups include the Center for Language Sciences, the Center for Visual Science, the Center for Computation & the Brain and the Rochester Human Computer Interaction Group (ROCHI).

  • Annual Tuition: $$$$$
  • Format: sur le campus
30

Colorado State University-Fort Collins

Colorado State University is a public research university located in Fort Collins, Colorado. The campus ranks among those few that were founded before their home state achieved statehood. The Fort Collins campus the largest in the Colorado State system, and their flagship school, with over 25 thousand undergraduates attending. Like many of these western expansion schools, the original intended purpose of what is now CSU Fort Collins was to educated members of new states in agriculture, mechanics, and other homesteading tools, to equip the new New World with sustainability practices of the time. Since then, CSU has grown to be a leader in technology education, with a $375 million research budget and a world-class medical school.

Computer Science majors at Colorado State University – Fort Collins, are trained to advance the fundamental understanding of how information is processed, as well as the practical design of software to perform specific functions. Faculty at Fort Collins proudly instruct courses on the study of algorithm design, networks, security, programming languages, software engineering, graphics, databases, artificial intelligence and many others. Computer science majors are required to complete basic courses in calculus, computer programming and mathematical foundations, and data structures. They are expected to have a basic understanding of statistics, computer organization and algorithmic theory. Software engineering, systems software, and computer security will be emphasized as well. Majors may select senior-level courses from artificial intelligence, networks, machine learning, big data, and many others, to highlight their particular interests and skill sets.

  • Annual Tuition: $$$$$
  • Format: sur le campus
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University of California-Los Angeles

The University of California Los Angeles is a large public university and a member of the highly regarded University of California System. With nearly 45 thousand students in attendance, UCLA is located in a huge metropolitan area, and students are able to take advantage of all of the benefits this provides. The school was founded in 1918 as the Southern Branch of the University of California system and began offering two-year degrees to teachers and education students. Fast forward 100 years and this bustling school offers 337 undergraduate and graduate degree programs and receives more applications per year than any other school in the United States. The UCLA endowment is nearly $2.1 billion, and the school ensures that students have access to the best education, as well as to high-quality university resources to create well-rounded professionals. An interesting point of fact is that UCLA students have participated in every Olympic games since 1920 and have brought home U.S. gold medals in each one since 1932.

The Computer Science Department at UCLA strives for excellence in creating, applying, and imparting knowledge in computer science and engineering. They have to take the step to become ABET accredited by the Computing Accreditation Commission in both computer science (CS) and computer science and engineering (CS&E), both of which are also offered as Bachelor’s degrees in the department. The CS & E program is also accredited by the Engineering Accreditation Commission of ABET. The critical difference between the Computer Science and Computer Science & Engineering degrees is that the engineering degree is designed to accommodate students who desire a strong foundation in computer science and also have an interest in computer system hardware. In addition to hard and soft computing skills, students will be expected to demonstrate a sense of societal and ethical responsibility in all professional endeavors and engage in professional development or post-graduate education to pursue flexible career paths amid future technological changes.

  • Annual Tuition: $$$$$
  • Format: sur le campus
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University of Wisconsin-Milwaukee

The University of Wisconsin – Milwaukee is a large public university that was founded in 1956. Originally named the Milwaukee Teachers College, the evolution of this unique school has been rapid, becoming one of only two doctoral degree-granting universities in the state of Wisconsin, and the largest university in the Milwaukee metropolitan area and the largest member of the University of Wisconsin System. But size isn’t everything, this school also offers high-quality educational programs, including 191 undergraduate degree programs, and highly ranked programs in Industrial Engineering, Materials science, Civil Engineering, Mechanical Engineering, and Electronic Engineering. The film program is also highly ranked for those artsy cheesehead students.

The Computer Science department at Milwaukee offers an ABET accredited Bachelor of Science degree in Computer Science degree wherein students can focus on their favorite aspects of the field. These encouraged specializations include Artificial Intelligence, Programming Language Design and Implementation, Software Engineering, Computer Networking, and Algorithm Design. The faculty at UWM are on the leading-edge, even encouraging alumnus Satya Nadella to become the current CEO of Microsoft as of this writing. They welcome innovative, outside-the-box thinkers, and encourage research that is far-reaching, and industry-changing. Ongoing research at UWM includes Computational robotics, Intelligent dialog systems, and Artificial intelligence, just to name some.

  • Annual Tuition: $$$$$
  • Format: sur le campus
33

University of Massachusetts-Amherst

UMass Amherst is the flagship university for the University of Massachusetts system and is located in Amherst, in western Massachusetts. As a member of what is known as the five college consortium, UMass participates in and is greatly influenced by a cooperative relationship with four other excellent local universities. These include Amherst College, Smith College, Mt. Holyoke College, and Hampshire College. Students can attend classes at each of the schools and easily transfer credits between them. UMass serves a few more than 30 thousand students and is a designated Land-grant research university. They maintain a research budget of nearly $300 million and are considered a university with the highest level of research activity.

The College of Information and Computer Sciences at UMass Amherst offers a Bachelor of Science or a Bachelor of Arts in Computer Science. They also offer a Bachelor’s in Informatics, which studies computing as applied to other disciplines. Each of these is based on a flexible set of degree requirements, allowing students to use a greater breadth of CS courses, based on their skills and professional interests. The Artificial Intelligence Track in the college of CIS focuses on the fundamental mechanisms that enable the construction of intelligent systems that can operate autonomously, can learn from experience, can plan their actions, and can solve complex problems independently. Both BS and BA students may focus on AI in their studies, but the BS course requirements more clearly align with the AI focus requirements.

  • Annual Tuition: $$$$$
  • Format: sur le campus
34

University of Pennsylvania

The University of Pennsylvania was founded in 1780 and is one of the nine colonial colleges that were chartered before the American Revolution. Penn is a member of the Ivy League, a designation that originally referred to an athletic conference, but now more commonly connotes academic excellence and selectivity in admissions. Penn has one of the most impressive list of alumni of any university in the world, including two U.S. presidents, Guggenheim fellows, Nobel Laureates, Fortune 500 CEOs, members of the American Academy of Arts and Sciences, and more billionaires than any other school (twenty-five). The Center City, Philadelphia location of the main campus allows for students to engage in everything this former nation’s capital city has to offer, including numerous historical points of interest and engagement with other high caliber post-secondary institutions and health centers.

The Department of Computer and Information Science at UPenn is housed within the School of Engineering and Applied Science. Students are encouraged to engage in the myriad opportunities for research Penn faculty offer including theoretical and application topics like robotics, natural language processing, real-time systems, computer architecture, machine learning, programming languages, and many more. There are also opportunities for interdisciplinary collaborations with CIS fields and biology, genetics, linguistics, mathematics, and electrical engineering. Students have the option within the Bachelor of Applied Science degree, of focusing on Computer Science (ASCS) or Computer And Cognitive Science (ASCC). The faculty at Penn Engineering also emphasize that in all programs, the opportunity exists for the study of a diversity of subjects which satisfy personal and professional desires and that several options exist for students to customize their undergraduate experience.

  • Annual Tuition: $$$$$
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Université d'État de Caroline du Nord

North Carolina State University is a public research university, and one of the many “ag and tech” schools in the Tar Heel State. Called simply “State” or NC State by the university community, this large school located in the state’s capital city of in Raleigh is a flagship school and is a part of the University of North Carolina system. As a part of their vast research budget, they participate in the Land-grant, Sea-grant, and Space-grant programs. The noteworthy alumni list from NC State includes the Chief Operating Officer of Apple computers, Jeff Williams; co-founders of the SAS Institute – Anthony Barr, James Goodnight, and John Sall; as well as humanitarians, athletes, politicians, and academic leaders. NC State currently enrolls more than 34 thousand students and offers 106 bachelor’s degrees in 11 colleges.

North Carolina State University offers a comprehensive Computer Science Program with an interdisciplinary reach. Their undergraduate degree programming includes a Bachelor’s of Science in Computer Science and a Bachelor’s of Science in Computer Science with a concentration on Game Development. Some of their offerings feature Artificial Intelligence learning that has entered an international scope with a renowned new programming framework; this includes games that engage social reasoning and “intentionality.” In fact, they designed an AI program that can play the cooperative card game Hanabi. NC State’s Computer Science program also offers an emphasis on machine learning, as well as coursework that is applied to military intelligence.

  • Annual Tuition: $$$$$
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Worcester Polytechnic Institute

Worcester Polytechnic Institute has what is called the WPI, intended to set students apart in the world of technology and professionalism. This plan was only an experiment in 1970 and has demonstrated to be a successful model for their alumni, as proven by their professional track record and academic retention. What the Worcester Polytechnic Institute plan looks like is seven-week terms, instead of academic semesters, which includes four during the academic year and the option of taking two over the summer. Students have the power and freedom to create their course load with the support of advisors, and there is no such thing as a failing grade at WPI. Their coursework includes many current topics including machine learning and artificial intelligence programs that engage students in the computer sciences.

Worcester Polytechnic Institute offers a comprehensive Computer Sciences Program that they describe as being as diverse and varied as the field itself. Their course offerings are extensive in their reach and cutting edge in their approach. Their specializations include frameworks for human-robot interaction, educational data mining, bioinformatics, computer security and privacy, as well as intelligent tutoring, and graphics and animation. They pride themselves on experiential/ hands-on learning that gives students the skills to embody the learning through team project that are large scale, and making a difference in the community. The critical thinking and analytic development involved in the program leaves students able to be on the front lines of innovation on professional and entrepreneurial levels.

  • Annual Tuition: $$$$$
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University of Utah – Salt Lake City

The University of Utah is a public research university in Salt Lake City, Utah. They are the Space-Grant research institution, meaning they are committed to and receive considerable research funds for, the purpose of outer space-related research. The U, as the school is called, was founded in 1850 as the University of Deseret, and has since undergone many transformations. With the motto of “Imagine. Then do.” the University of Utah prides itself on being one of the best in the nation at creating startup companies based on student and faculty research. They currently serve more than 30 thousand undergraduate and graduate students each year. The university ranks among the top 50 universities in the United States by the total amount of money spent on research, specifically, over $518 million.

The Computer Engineering Bachelor’s degree at the University of Utah is offered by the School of Computing in the College of Engineering. This professional path leads students down a journey toward a lucrative career in innovation, with the University of Utah laying the foundation for success. Students have the opportunity to study with world-renowned faculty who are leaders in their field and dedicated to student success. Although the program is comprehensive, students can further their focus into specific aspects of computer science that they are interested in through their electives. One elective for those interested in AI and robotics is the course Introduction to Machine Learning, which covers techniques for developing computer programs that can acquire new knowledge automatically or adapt their behavior over time.

  • Annual Tuition: $$$$$
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University of South Carolina

The University of South Carolina is a public research school located in Columbia, South Carolina, and is the flagship school for the University of South Carolina System. Serving nearly 35 thousand students at the Columbia campus, this large, urban university has an over 200-year history of bringing excellence in education to the American south. They are classified as a high research university, and participate in the federal Sea Grant program, designating funds for learning more about our nation’s coastal waterways and oceans. From the school’s founding in 1801 and original quadrangle of buildings that make up what is called the Horseshoe or the main quad, U of SC has persevered and transformed into a major research university still dedicated to educating South Carolinians.

The undergraduate program of Computer Science and Engineering at the University of South Carolina provides students with a thorough grounding in science, mathematics, and computational techniques while preparing them for graduate studies or professional career in computer science, computer engineering or related fields. The Computer Engineering, Bachelor of Science in Engineering degree is accredited by the Engineering Accreditation Commission of ABET, the global standard for programs in applied and natural science, computing, engineering, and technology. The Computer Science, Bachelor of Science in Computer Science and Computer Information Systems, BS degrees are accredited by the Computing Accreditation Commission of ABET. Graduates of the U of SC computer science departments are well poised to enjoy a long and lucrative professional career.

  • Annual Tuition: $$$$$
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The University of Tennessee-Knoxville

The University of Tennessee-Knoxville is proud to be the first public university that was established west of the Mississippi divide. They first opened their doors in 1794, and since have held to their values of educating the citizens of the state, and contributing research and service to the communities around them. They are known as Tennessee’s flagship land-grant institution and are part of the University of Tennessee system, that not only includes academic institutions, but also the UT Health System, and its defining health institutions. The school is governed by a 26 member board of trustees. They are known as a technologically advanced institution, with a renowned Department of Computer Science.

The University of Tennessee-Knoxville offers an extensive Computer Science Major that includes a track in Artificial Intelligence. The Bachelors of Science in Computer Science program is extensive in its reach and enables students to engage in a variety of coursework, including computer engineering. The Artificial Intelligence track includes Biologically-Inspired Computation, or an option within the honors program Biologically Inspired Computation, as well as Introduction to Machine Learning, and Introduction to Pattern Learning. All students are required to maintain a C grade in every aspect of their coursework to succeed in the program. Students are given the opportunity to work with a system called uTrack, that helps them remain on a track that prepares them for graduation.

  • Annual Tuition: $$$$$
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40

Purdue University

Purdue University was founded in 1969 as a regional university with an emphasized focus on science, agriculture, and technology. Located in central Indiana, in a town called West Lafayette, the university began a tradition of excellence in technological and engineering education. Now consistently ranked by many as one of the best universities in the country and top 100 in the world, Purdue has maintained that tradition of excellence in tech, as well as many other fields of study. The research conducted at Purdue is among the most influential in areas such as aeronautical engineering, aviation, and space technology. To this end, Purdue has graduated 23 astronauts, including Neil Armstrong, and Eugene Cernan, the first and last people to walk on the moon.

The Machine Intelligence Track within Purdue’s Department of Computer Science prepares students to work in fields related to analysis of data and management, including areas such as data mining, machine learning, and information retrieval. The track is designed to prepare students to understand, and effectively apply in practice, the principles and techniques of data and knowledge representation and search, as well as learning and reasoning with data. Beyond the initial background courses required by the university, students interested in this track of computer science are expected to complete two electives that allow computer science majors to focus on their interests. These range from Informations Systems and Programming Languages to Intro to Artificial Intelligence and Compilers: Principles And Practice.

  • Annual Tuition: $$$$$
  • Format: sur le campus
41

New York University

New York University is among the best institutions of higher ed across the world. Not only does the school stand out at the Manhattan, NY campus but also at the global campuses located in Africa, and the Middle East, Asia, Australia, Europe, North America, and South America. At NYU, students have the opportunity to choose from over 400 graduate and undergraduate programs and excel in arts and technology education. As for research, the university has one of the largest academic research budgets of any school in the United States, enabling students, faculty, and researchers access to some of the most cutting-edge material in their field.

The Computer Science program at NYU is one of these areas of cutting-edge research. The field of computer science focuses on how to design, build, and use the computers and systems that we interact with every day. This vitally important discipline powers the essential functions of business, industry, government, and entertainment. Students who choose a major in computer science have tremendous opportunities for professional growth and exploration. The Artificial Intelligence concentration at the Tandon School of Engineering, where the Computer Science program is housed, is one of the concentrations students can choose. By focusing required electives on the three Artificial Intelligence courses that Tandon offers, graduates will set themselves apart from other professionals. These courses include Artificial Intelligence I, Machine Learning, and Neural Network Computing, each worth three elective credits.

  • Annual Tuition: $$$$$
  • Format: sur le campus
42

Université de l'État d'Arizona

In 1898, the school that preceded what is now Arizona State University built its first buildings and began holding classes for teachers in the Arizona territory. After several changes in concentration and name, the original Arizona State University Tempe campus is one of four ASU campuses and the largest of them all. ASU has a vibrant campus community and serves over 50 thousand students annually. Known globally for their more than 150 undergraduate and graduate degree programs through an entirely online platform, ASU has earned respect as an innovative public educational institution, even earning the highest ranking by the U.S. News & World Report as the Most Innovative School in America for three years in a row.

Part of the innovation that ASU demonstrates includes the Bachelor of Computer Science degree at the Tempe campus. Located within the Ira A. Fulton Schools of Engineering, the computer science program at ASU prepares students to focus on the design of computers and computational processes. With further emphasis on information transfer, problem-solving, and transforming software, ASU computer science graduates will ensure system quality, security, performance and usability for the future. The program also offers students a glimpse into the process of the integration of computer and information sciences with engineering, natural sciences, and other disciplines. Students have the opportunity to apply themselves to their specific interests in aspects of computer science like artificial intelligence, computer vision, machine learning, and information management through elective courses.

  • Annual Tuition: $$$$$
  • Format: sur le campus
43

Institut polytechnique Rensselaer

The Rensselaer Polytechnic Institute (RPI) was established in 1824 and is located in Troy, upstate New York. The private tech university serves more than six thousand undergraduate students annually and was originally founded as a school for the “application of science to the common purposes of life.” Now, RPI serves as a leader in higher education in the areas of science, technology, engineering, and math and is the oldest technological research university in the country. The school house the most powerful university-based supercomputer in the world, and has been ranked among the top 10 universities from which graduates go on to earn the highest salaries. With noteworthy alumni who are professional athletes, politicians, and founders of multinational corporations like Texas Instruments, RPI gives students the foundations in innovation that do not stop after graduation.

The Bachelor of Science in ​​Cognitive Science degree establishes a focus for students in the scientific study of cognitive phenomena such as reasoning, decision making, memory, learning, language, perception, and action. Cognitive (meaning thinking) science takes what we know of how human minds operate and simulates or enhances the options we have for technologically assisted evolution. Students are encouraged to apply their skills with using knowledge of human cognition to build ‘cognitively ergonomic’ tools and environments, to build devices that repair and augment cognitive skills and capacities, and to create artificially intelligent computers and robots. Research projects taking place in this field include the Rensselaer Artificial Intelligence and Reasoning lab, and Virtual Characters and Communication project, each of which undergraduates have the opportunity to participate in. RPI hopes to aid in recognition of Cognitive Science, that it may one day become as commonplace as the fields of physics or chemistry.

  • Annual Tuition: $$$$$
  • Format: sur le campus
44

Washington University in St Louis

Washington University in St. Louis is located in the Central West End neighborhood of St. Louis, Missouri. Referred to as WashU by the university community, it was founded in 1853 and named for the first president of the United States, George Washington. Over the last century and a half, WashU has supported the work of nearly 2 dozen Nobel laureates and has developed many outstanding schools of study including the College of Arts & Sciences, the School of Engineering, the School of Law, the College of Art, the School of Medicine, the College of Architecture, the Olin Business School, the Graduate School of Arts & Sciences, the George Warren Brown School of Social Work, the University College, and the Sam Fox School of Design & Visual Arts. The undergraduate school is consistently ranked among the top 50 schools in the country.

The School of Engineering and Applied Science at WashU offers a Bachelor of Science degree in Computer Science & Engineering for undergraduates who are passionate about innovation, and technology. In addition to 18 required units of study in the area of computer science and engineering, those students who have specific interests in a particular area of computing like Artificial Intelligence and Machine Learning should refer to the technical elective course sequences for suggestions on which courses are relevant to that area. These can include Introduction to Artificial Intelligence, Theory of Artificial Intelligence and Machine Learning, Multi-Agent Systems, Motion Planning, and Video Game Programming.

  • Annual Tuition: $$$$$
  • Format: sur le campus
45

University of Pittsburgh

The University of Pittsburgh was founded in 1787 and is one of the oldest academic institutions in the United States. They are known for being at the front of critical research, such as fighting polio, understanding DNA, leading the way for organ transplants, as well as many other critical accomplishments for the nation and beyond.

Their Pittsburgh Campus is on 132 acres and sits in the Oakland neighborhood of the city. Another point of pride for the University of Pittsburgh, or Pitt colloquially, is that they were the first to have a Computer Sciences program in the country. They operate a nearly $900 million budget in research and development expenditures and is the sixth-largest recipient of federally sponsored research funding among U.S. universities.

The University of Pittsburgh-Pittsburgh School of Computing and Information offers an innovative Bachelors of Science in Computer Sciences Program, which engages computational methods through active problem solving and critical thinking. The coursework in this program is fast-paced and intensive, and mathematics are highly stressed. Experiential learning is also a focal point, as students work with software development, database administration, and software testing. Students also have the opportunity to participate in a required Capstone experience that solidifies their hands-on work in the field. A core course is required to provide a foundation for the many areas associated with the Computer Sciences. Modern languages, including JAVA, are also offered as students enter the program.

  • Annual Tuition: $$$$$
  • Format: sur le campus
46

Southern New Hampshire University

Southern New Hampshire University (SNHU) is a private, nonprofit university that offers both comprehensive residential and online programming. Founded in 1932, SNHU initially had an Accounting and Secretarial focus, they serve over 80,000 students in their online classes, and 3,000 on their lovely 300-acre campus in Manchester, New Hampshire. One of the many accolades SNHU boasts the 21st Century Distance Learning Award for Excellence in Online Technology, granted by the United States Distance Learning Association. The stated mission of the university is to provide accessible education that is both affordable and with tailored pathways to reach each student, including non-traditional, adult learners.

The Southern New Hampshire University offers a fully online Bachelor’s Degree program in Information Technologies, Robotics, and Artificial Intelligence. This in-depth computer science degree is uniquely the only degree on this ranking list that can be fully completed online. Students will engage with technical skills that are both hands-on, and applicable in real-world settings. This program takes students to the cutting edge with the innovative disciplines that engage both robotics and artificial intelligence, and they will learn how to solve inquiries related to technology with effective and appropriate methods. Written and verbal skills are highly stressed in the program as are critical thinking skills.

  • Annual Tuition: $$$$$
  • Format: online and on campus
47

University of Iowa

The University of Iowa is a public research institution located in Iowa City, Iowa. The school was founded in 1847, making it the oldest post-secondary institution in the state. The campus is in an urban center and is situated on 1,700 acres of land on the banks of the Iowa River. The school has organized it’s over 200 disciplines into eleven distinct colleges. They even have a Doctoral University classified by the Carnegie Classifications as the highest level of research. One interesting fact is that this university was the first to develop a Master’s in Fine Arts degree program.

The University of Iowa offers a comprehensive Computer Science Department that enables undergraduates to achieve a Bachelors of Science or Bachelors of Arts in the discipline. Both degree offerings require significant coursework in various programming languages, mathematics, and theory. Both programs also offer a foundation of computer sciences, but the BA enables a more interdisciplinary professional outlook for graduates and leaves space for students to engage other interests with the possibility of a double major. The BS degree incorporates the natural sciences, as well as the fundamental courses that pertain to computer sciences, and quite a few electives that engage the discipline. The work for the major can be taken on a pass/ no pass basis.

  • Annual Tuition: $$$$$
  • Format: sur le campus
48

University of Wisconsin-Madison

The University of Wisconsin-Madison was founded in 1848 and is located in the heart of Madison, Wisconsin on the impressive Lake Mendota. The campus spans 936 acres and is a point of pride for students, faculty, and alums. They have an annual research budget of over $1.2 billion and are classified both a Land-grant and Sea-grant university. The UW, as it is referred to by the university community, is one of America’s Public Ivy universities, a top public university in the United States capable of providing a collegiate experience comparable to those in the Ivy League. With alumni who have founded such entities as Earth Day and The Onion satirical newspaper and discoveries that led to inventions like vitamins the natural substance to vitamins the daily supplement, UW is proud of all of its graduates.

The University of Wisconsin-Madison Department of Computer Sciences offers undergraduate programming that includes a Bachelor’s of Science in Computer Sciences and is packed with many portals to successful professional careers. Graduates of the program will also be well poised to engage in graduate study in a variety of computer science, programming, Artificial Intelligence, and Machine Learning fields. Their programming allows students to work with robots, while also engaging the skills of software engineering and application of machine learning techniques. Their programs engage the Computer Sciences with the cutting edge of medicine and business, as well as current trends in innovation. Critical thinking and problem-solving are major themes emphasized in the program.

  • Annual Tuition: $$$$$
  • Format: sur le campus
49

The University of Texas at Austin

The University of Texas at Austin, like its home state, is known for being big and bold. They have over 51,000 students enrolled and a faculty with close to 3,000 members. They are the flagship school for the entire University of Texas system, which encompasses nine academic institutions and six health institutions throughout the state of Texas. They are known for their high-quality programming and research among their various departments. One of their crowning jewels is their renowned Computer Science Department that has consistently been ranked as the top 10 in the nation by the US News and World Report and beyond.

The Computer Science Department at the University of Texas at Austin offers an array of disciplines that are on the front lines of cultural and technological innovation. Their research areas include Artificial Intelligence (AI), which aims to address discourse surrounding machine cognition, Bioinformatics and Computational Biology; Data Mining; Machine Learning; and Natural Computation; Formal Methods; Model Driven Engineering; Operating Systems; Distributed Systems; and Networking; Programming Languages and Implementation; parmi d'autres. There are several applicable Bachelor’s degree programs that engage such topics, including their new BSA, Bachelors of Science and Arts, which is the most interdisciplinary of the offerings and was formed in 2014.

  • Annual Tuition: $$$$$
  • Format: sur le campus
50

University of Southern California

The University of Southern California is a highly respected private research institution located in the heart of Los Angeles, a city that provides students access to a whole world of global business, arts, and culture to engage along with their curricula. Established in the 1870s, USC was started by high energy citizens who thought it was essential to bring a postsecondary institution to the area. Today their offerings are vast, and consistently revered internationally, for scholarship in all of their disciplines. The Viterbi Department of Engineering and Computer Science at USC is the home to the Information Sciences Institute (ISI), which was one of the founding bodies of the internet. They also offer the Institute of Creative Technologies (ICT).

The University of Southern California and their Viterbi Department of Computer Science is maximizing their timely impact with programming that is in line with the current tech trends. They have a myriad of undergraduate offerings in the computer sciences like the Bachelor’s of Science in Computer Science (CSCI) that offers a holistic computer science background. This versatile degree ultimately gives students the ability to increase their competitive candidacy in the job market following graduation. Along similar lines is the Bachelor’s of Science in Engineering and Computer Science, a Bachelor’s of Science in Computer Science (Games), and a Bachelor’s of Science in Computer Science and Business Administration. Graduates from the program are expected to emerge in a path of lifelong learning, where they can have an impact on their communities by use of the computer sciences in both a traditional and non-traditional scope.

  • Annual Tuition: $$$$$
  • Format: sur le campus

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