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The Best Artificial Intelligence Colleges: AI Degrees & Certificates

Best Artificial Intelligence Colleges
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The Best Artificial Intelligence Colleges: AI Degrees & Certificates
RankSchoolLocation
1Carnegie Mellon UniversityPittsburgh, Pennsylvania
2Stanford UniversityStanford, California
3Massachusetts Institute of TechnologyCambridge, Massachusetts
4University of California-BerkeleyBerkeley, California
5Harvard UniversityCambridge, Massachusetts
6Yale UniversityNew Haven, Connecticut
7Cornell UniversityIthaca, New York
8University of Maryland-College ParkCollege Park, Maryland
9Columbia University in the City of New YorkNew York, New York
10Colorado State University-Global CampusAurora, Colorado
11The University of Texas at AustinAustin, Texas
12Southern Methodist UniversityDallas, Texas
13University of California-Los AngelesLos Angeles, California
14Lewis UniversityRomeoville, Illinois
15University of San DiegoSan Diego, California
16University of Michigan-Ann ArborAnn Arbor, Michigan
17Georgia Institute of Technology-Main CampusAtlanta, Georgia
18University of Massachusetts-AmherstAmherst, Massachusetts
19University of Illinois at Urbana-ChampaignChampaign, Illinois
20University of PennsylvaniaPhiladelphia, Pennsylvania
21University of Southern CaliforniaLos Angeles, California
22California Institute of TechnologyPasadena, California
23University of Wisconsin-MadisonMadison, Wisconsin
24University of GeorgiaAthens, Georgia
25University of Washington-Seattle CampusSeattle, Washington
26Colorado State University-Fort CollinsFort Collins, Colorado
27University of Pittsburgh-Pittsburgh CampusPittsburgh, Pennsylvania
28University of Advancing TechnologyTempe, Arizona
29South Dakota School of Mines and TechnologyRapid City, South Dakota
30Eastern Michigan UniversityYpsilanti, Michigan

This is a ranking of the best Artificial Intelligence Colleges for bachelor’s, master’s and certificates in AI. These include on-campus and online degree programs, and on-campus labs and research centers.

About this ranking

This ranking is designed for students to make the most informed college and degree decisions for studying Artificial Intelligence.

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Artificial Intelligence, also known as Machine Learning, is a discipline within Computer Science. Students learn AI with the aid of computer labs. Artificial Intelligence is also often studied in Robotics degrees. The purpose being to create robots that can reason.

For Students Interested in Online AI Degrees:

Fully online Artificial Intelligence degrees are available at colleges and universities in the US.

Artificial Intelligence is involved in a broad range of domains, and does much more than computing numbers. AI is conceptual, such as describing qualities and understanding meanings in different contexts. Artificial Intelligence includes speech recognition and natural language processing, such as Apple’s Siri and Amazon’s Alexa.

Machine Learning is often used in the context of Data Analytics, in which large data sets are made meaningful. This information can contribute to decision-making. Machine Learning Engineering is a growing field which makes use of AI and Data Science. Machine Learning Engineers take large data sets and implement AI programs to determine answers and make predictions from data sets.

AI occurs when machines learn and adapt to different circumstances and environments. Examples of this would be learning to play, and win, against humans in games. These games include beating master players in chess and No Limit Texas Hold ‘Em. AI occurs when computers are doing things most akin to human intelligence. This includes decision making.

Each school entry mentions Artificial Intelligence degrees, labs and/or research opportunities for learning, building, and testing Artificial Intelligence models.

Artificial Intelligence is also being used to fight the coronavirus: (COVID-19).

Students earning an Artificial Intelligence degree can get their basic classes completed at a community college. It’s often a less expensive route to obtain a bachelor’s degree. And then transfer into a major university to study in a computer science program that offers AI specializations. Often there are incentives like scholarships and financial aid offered to qualifying students.

The Top Five Best Artificial Intelligence Colleges:


Featured Online Programs:

College Student in Library

The Best Artificial Intelligence Colleges | AI Degrees and Certificates

1.Carnegie Mellon University

School of Computer Science

Pittsburgh, Pennsylvania

The School of Computer Science has a groundbreaking program in Artificial Intelligence. It was the first to offer a Bachelor’s degree in Artificial Intelligence in the U.S. (starting in 2018).

CMU offers two Artificial Intelligence Degrees:

  • Bachelor of Science in Artificial Intelligence (BSAI)
  • Master of Science in Artificial Intelligence and Innovation (MSAII)

The Bachelor of Science in Artificial Intelligence (BSAI)is interdisciplinary. Instructors are from various departments and institutes. These include:

  • Computer Science Department
  • Human-Computer Interaction Institute
  • Institute for Software Research
  • Language Technologies Institute
  • Machine Learning Department
  • Robotics Institute

Students must take:

  • Math and Statistic Core (6 classes)
  • Computer Science Core (6 classes)
  • Ethics Elective (1 class)
  • Artificial Intelligence Core (4 classes)
  • AI Cluster Electives (4 classes)
  • Humanities and Arts (7 classes)
  • Science and Engineering (4 classes)

The Master of Science in Artificial Intelligence and Innovation (MSAII) is offered through the Language Technologies Institute. It is a interdisciplinary program. Instructors are from various departments, including:

  • School of Computer Science
  • Computer Science Department
  • Machine Learning Department
  • Institute for Software Research

Students must take these courses:

  • 192 eligible units of study
  • 84 units of Core Curriculum (including a 36-unit Capstone)
  • 72 units of Knowledge Requirements
  • 36 units of approved Electives

Professor Tuomas Sandholm and Ph.D. student Noam Brown developed the Libratus program. This program has beaten professional No Limit Texas Hold ‘Em poker players. Many students take part in the DARPA Robotics Challenge.

2.Stanford University

Stanford, California

Stanford University has established itself as a world leading teaching and research institution. The Stanford Artificial Intelligence Laboratory (SAIL) has been studying and researching Artificial Intelligence since 1962. SAIL offers courses, hosts events and manages outreaches to schools.

Degree in Artificial Intelligence:

  • Graduate Certificate in Artificial Intelligence

The Graduate Certificate in Artificial Intelligence is in the School of Engineering. The Graduate Certificate has one required course, and three required electives. The Certificate is 13 to 15 units.

Required Course:

  • Artificial Intelligence: Principles and Techniques

Some of the Electives:

  • Decision Making Under Uncertainty
  • Computational Logic
  • Introduction to Robotics
  • Natural Language Processing with Deep Learning

Students have a maximum of three years to complete the Certificate.

Stanford also offers a Bachelor of Science in Computer Science, which includes courses on AI.

3.Massachusetts Institute of Technology

Cambridge, Massachusetts

MIT was founded in 1861 in response to the growing industrial needs of America. As a result, the majority of programs offered at MIT are technology based. Many are related to the study of Artificial Intelligence.

In 1959 the Artificial Intelligence Laboratory began its own research and experimentation. In 1963 the Laboratory for Computer Science was opened. As the projects became more interconnected, the two labs merged in 2003.

The result was the Computer Science and Artificial Intelligence Laboratory. This is the largest and most prominent of the MIT laboratories.

Degree in AI:

  • Bachelor of Science in Computer Science with Artificial Intelligence research and course work opportunities

Currently there are more than 100 senior researchers and faculty members representing eight academic departments. There are more than 50 research groups and hundreds of projects.

Other participants include 40 postdoctoral fellows and associates, 350 graduate students, and approximately 50 undergraduate students.

In total there are over 1,000 members of the Computer Science and Artificial Intelligence Laboratory. All research and experimentation falls under three categories: Artificial Intelligence, Systems, and Theory.

Related Course in AI:

  • Artificial Intelligence: Implications for Business Strategy (self-paced online)

Offered through the MIT Sloan School of Management and the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL). This is an online collaborative program that’s handled through GetSmarter. This course program teaches the business aspects of how to capitalize on and manage Artificial Intelligence applications. It is not a course for learning the technical aspects of AI.

4.University of California-Berkeley

Berkeley, California

The Berkeley Artificial Intelligence Research Laboratory (BAIR) includes more than two dozen faculty members and over a hundred graduate students. The AI lab offers seminars and courses. Courses are taught by the Computer Science and Electrical Engineering faculty.

Courses include:

  • Introduction to Artificial Intelligence
  • Computational Imagining
  • Robotic Manipulation and Interaction
  • Introduction to Machine Learning

Labs:

  • Laboratory for Information and System Science
  • Robotics and Intelligent Machines Lab
  • Vision and Learning Center
  • Center for Human Compatible Artificial Intelligence, and the International Computer Science Institute

Related Courses in AI:

  • Artificial Intelligence Strategy, online short course (in collaboration with GetSmarter)
  • Artificial Intelligence Business Strategies and Applications, online program (in partnership with Emeritus)

5.Harvard University

Cambridge, Massachusetts

In 1847 Harvard University opened the Lawrence Scientific School as its firs effort to provide education in engineering and the sciences. Over time, this effort grew into the current John A. Paulson School of Engineering and Applied Sciences, established in 2007.

This school now has 76 tenured faculty members and more than 1,300 students in attendance. The study of Computer Science itself is available to undergraduates through doctoral candidates. Students enrolled in the program are encouraged to engage with the Harvard College Engineering Society. This engagement allows cross disciplinary research and networking opportunities.

Related Programs and Courses in AI:

  • Online Professional Certificate in Computer Science for Artificial Intelligence (in collaboration with edX)
  • Online Introduction to Artificial Intelligence with Python
  • Online Data Science: Machine Learning
  • Online Introduction to Deep Learning
  • Online Text Analytics and Natural Language Processing

Research:

  • Institute for Applied Computational Science
  • Technology and Entrepreneurship Center at Harvard
  • Wyss Institute for Biologically Inspired Engineering

Artificial Intelligence, Computational Linguistics, Machine Learning, Multi-agent Systems, and Robotics are researched by faculty members.

The National Science Foundation Awarded Harvard and MIT $25M to build the Center for Brains, Minds, and Machines.

The Future Society at Harvard’s Kennedy School created The AI Initiative, which is another research center.


Robotics Degree Student

6.Yale University

New Haven, Connecticut

Alan Perlis joined Yale University in the early 1970’s and helped found the Department of Computer Science. At that time there were only four main areas of study: Theory of Computation, Artificial Intelligence, Numerical Analysis, and Systems. In honor of Perlis’ contributions, the Alan J. Perlis Symposium has been held annually since 1992.

Today the department prides itself on the interdisciplinary nature of its subject. This includes subjects such as psychology, linguistics, music, medicine, and others. Degrees offered include Bachelor of Science or Art degrees, a terminal Master of Science, and a Doctor of Philosophy.

Degrees in AI:

  • Bachelor of Science in Computer Science with an Artificial Intelligence research focus
  • Bachelor of Arts in Computer Science with an Artificial Intelligence research focus
  • Master of Science in Computer Science with an Artificial Intelligence research focus
  • Doctor of Philosophy in Computer Science with an Artificial Intelligence research focus

At Yale, research is carried out in the Intelligent Computing Lab andThe Center for Computational Vision and Control. The research here particularly focuses on equipping machines so that they can interpret the vague data received from sensors. This research is critical for enabling AI to interact with the 3 dimensional, non digital world.

7.Cornell University

Ithaca, New York

Cornell University has one of the oldest Computer Science departments in the United States, established in 1965. The department has grown to include nearly 40 full-time faculty members. The student body includes more than 250 graduates and approximately 700 undergraduates.

The department maintains 12 major avenues of research in areas such as Graphics, Programming Languages, Robotics, Scientific Computing, and Artificial Intelligence. Research groups specific to Artificial Intelligence are working in areas that include:

  • Computational sustainability
  • Game and decision theory, connections to economics
  • Knowledge representation and reasoning
  • Machine learning
  • Natural language processing, computational linguistics and information retrieval
  • Robotics
  • Vision

Degrees in AI:

  • Bachelor of Science in Computer Science with Artificial Intelligence research
  • Bachelor of Arts in Computer Science with Artificial Intelligence research
  • Master of Engineering in Computer Science with Artificial Intelligence research
  • Master of Science in Computer Science with Artificial Intelligence research
  • PhD in Computer Science with Artificial Intelligence research

Students and faculty also have access to the Joan and Irwin Jacobs Technion-Cornell Institute.

8.University of Maryland-College Park

College Park, Maryland

The Computer Science department at the University of Maryland was formally established in 1973. Unofficially, however, research in this field dates back to the 1940’s. Today there are more than 50 tenured faculty members interacting with approximately 250 graduate students.

The curriculum of the department offers a comprehensive introduction to Artificial Intelligence through topics such as:

  • automated planning
  • cognitive modeling
  • evolutionary computation
  • game theory
  • machine learning
  • natural language processing
  • neural computation

Degrees in Computer Science:

  • Bachelor of Science in Computer Science
  • Combined Bachelor/Master of Science in Computer Science
  • Master of Science in Computer Science
  • PhD in Computer Science

Researchers affiliated with the department are involved with 17 major areas of inquiry. These include Programming Languages, Augmented and Virtual Reality, Human Computer Interaction, Computer Vision, and Artificial Intelligence.

Centers and Institutes of research include:

  • Center for Automation Research
  • Computational Linguistics and Information Processing Center
  • Human-Computer Interaction Laboratory
  • Institute for Advanced Computer Studies

9.Columbia University in the City of New York

Fu Foundation School of Engineering and Applied Science

New York, New York

A unique program has been established at Columbia University. The Fu Foundation School of Engineering and Applied Science and edX offer a MicroMasters program. This is the first certificate program of its kind.

Degrees and Programs in AI:

  • ColumbiaX MicroMasters Program in Artificial Intelligence (offered online)
  • Bachelor of Science in Computer Science
  • Bachelor of Science in Computer Engineering
  • Bachelor in Computer Science and Mathematics
  • Bachelor of Arts in Information Science
  • Minor/Concentration in Computer Science
  • Master of Computer Science
  • Doctor of Philosophy in Computer Science

This MicroMasters in Artificial Intelligence is comprised of four courses:

  • Artificial Intelligence
  • Machine Learning
  • Robotics
  • Computer Animation.

The course work in the MicroMasters makes up 25% of the coursework in the Master’s program in Computer Science.

The Computer Science department offers 10 fields of study related to Artificial Intelligence. These include NLP and Speech, Vision and Robotics, and Machine Learning. Extensive faculty comprise the Artificial Intelligence Research Focus.

Advancements include professor Ken Chung’s new app for improving the symptoms of anxiety and depression.

10.Colorado State University-Global Campus

Aurora, Colorado

Colorado State University Global offers an online Master of Science degree in Artificial Intelligence and Machine Learning. The program requires students to have a background in Discrete Mathematics and Statistics. Throughout the degree students learn core requirements such as programming and software development. The curriculum also emphasizes deep-learning libraries.

One example of this is Tensorflow leading to proficiency in Python. Students gain practical applications of how these technologies assist various industries such as:

  • Healthcare
  • Manufacturing
  • Oil/Gas
  • Automotive

Graduates of the program have careers such as:

  • Intelligence or Interaction Designer
  • Systems Analyst
  • Software Developer
  • AI or Machine Learning Scientist/Engineer

Credit requirements: 30 credits

Selection of required courses:

  • Principles of Programming
  • Management for the Computer Science Professional
  • Principles of Software Development
  • Design and Analysis of Algorithms
  • Principles of Machine Learning
  • Applying Machine Learning and Neural Networks – Capstone

Online instruction style: Asynchronous

11.The University of Texas at Austin

College of Natural Sciences

Austin, Texas

One of the largest colleges of science in America is the College of Natural Sciences at the University of Texas. Founded in 1970, there are more than 13,000 undergraduate and graduate students, and 700 faculty members. The 11 departments of the College include Neuroscience, Marine Science, Integrative Biology, and Computer Science.

Related Degrees:

  • Bachelor of Science in Computer Science
  • Bachelor of Arts in Computer Science
  • Bachelor of Science Turing Scholars in Computer Science
  • Bachelor of Science Teaching in Computer Science
  • Integrated Bachelor and Master of Science degree in Computer Science

Machine Learning and Artificial Intelligence Concentration in all undergraduate programs. Artificial Intelligence research focus is offered for undergraduates and graduates, with extensive coursework for both.

Research groups affiliated with the AI concentration include:

  • Artificial Intelligence Laboratory
  • Machine Learning Research Group
  • Data Mining Laboratory
  • Knowledge-Base Research Group
  • Learning Agents Research Group
  • Neural Networks Research Group
  • Texas Action Group
  • The UT Austin Villa Robot Soccer Team
  • Computer Vision Research Group
  • Virtual Reality Lab

Research:

  • Computer Science include Bioinformatics and Computational Biology
  • Computer Architecture
  • Model Driven Engineering
  • Theoretic Computer Science

Artificial Intelligence is addressed through Automatic Programming, Autonomous Agents, Multi-agent Systems, and Natural Language Processing. Over 20 courses are available with more than 10 research laboratories and groups.

The AI Laboratory was formally established in 1983. The field was already being investigated prior to that by Woody Bledsoe and Bob Simmons. Currently, there are seven faculty members and approximately 50 doctoral students managing the AI laboratory.

Projects include:

  • Programming and Problem Solving by Connecting Diagrams
  • Neuro-evolution Approach to General Atari Game Playing
  • Using Neural Networks to Determine how Word Meaning Varies Across Sentences

12.Southern Methodist University

Dallas, Texas

SMU, in Dallas, Texas, offers the Online Master of Science in Computer Science with an Artificial Intelligence Specialization. This degree teaches data mining, machine learning, and cloud computing. GRE waivers may be available to qualifying students.

This program is available to online students 24/7, night and day. Online students can participate in weekly sessions to visit face-to-face (online, virtually) with professors. There is effectively no difference with on-campus programs with respect to instructor access.

Credits: 30 total

Courses include:

  • Artificial Intelligence
  • Machine Learning in Python
  • Computer Architecture
  • Algorithm Engineering

This program has multiple start dates throughout the year.

13.University of California-Los Angeles

School of Engineering

Los Angeles, California

Known as the birthplace of the internet, the Henri Samueli School of Engineering and Applied Science was founded in 1945. The school is home to seven departments, including Electrical Engineering, Mechanical and Aerospace Engineering, and Computer Science.

A distinction is made between Computer Science and Computer Science Engineering. The latter provides students with an additional foundation in computer system hardware. The various programs are accredited by the Computing Accreditation Commission and the Engineering Accreditation Commission of ABET.

Big Data, Artificial Intelligence and Machine Learning research is within the School of Engineering.

Research centers affiliated with the department include:

  • Center for Domain-Specific Computing
  • Scalable Analytics Institute
  • Center for Autonomous Intelligent Networked Systems
  • Center for Systematic, Measurable, Actionable, Resilient and Technology-driven Health

Labs and Groups:

  • Bio-cybernetics Laboratory
  • Automated Reasoning Group
  • Laboratory for Embedded Collaborative Systems
  • Wireless Networking Group
  • Internet Research Laboratory

One of its AI research programs includes the MUSE Project. The MUSE Project is attempting to teach computers to write stories about King Arthur and his knights of the round table. Another AI endeavor is the Mentor Project, which uses AI to study advice giving.

Related Degrees:

  • Bachelor of Science in Computer Science
  • Master of Science in Computer Science
  • Doctor of Philosophy in Computer Science or Electrical and Computer Engineering

Related Law Degrees with the PULSE Fellowships in Artificial Intelligence, Law, and Policy at UCLA Law:

  • Master of Legal Studies
  • Juris Doctor Program
  • Master of Laws
  • Doctor of Juridical Sciences

AI Labs:

  • Statistical and Relational Artificial Intelligence Lab
  • Machine Learning, Data Science and Decision Lab

14.Lewis University

Romeoville, Illinois

Lewis University offers a comprehensive Computer Science degree with several concentration options including:

  • Artificial Intelligence
  • Cyber Security
  • Digital Forensics
  • Enterprise and Cloud Computing
  • Software Engineering

TheOnline Master of Science in Computer Science degree with Artificial Intelligence concentrationis excellent for students interested in machine learning. Students gain experience in designing and implementing computing systems that collect and respond to information. The curriculum requires:

  • One core research course
  • Six concentration courses
  • Three electives courses
  • One Master’s Thesis course

Students complete Master’s projects in areas such as:

  • Lighting systems
  • Energy grid systems that are automatic
  • Remote controlled or automatic appliances
  • Monitoring home security systems

Credit requirements: 33 credits

Selection of possible courses:

  • Statistical Programming
  • Robotics
  • Machine Learning
  • Artificial Intelligence 1 and 2
  • Natural Language Processing

Online instruction style: Asynchronous aspects within an eight-week class format

Program length: As little as one year

15.University of San Diego

Shiley-Marcos School of Engineering

San Diego, California

The online Master of Science in Applied Artificial Intelligence is offered within the Shiley-Marcos School of Engineering. This program intends on teaching students how to create autonomous decision making intelligence. This includes applying artificial intelligence to fields such as computer vision, text analysis, and robotics.

Program length: 20 months (five semesters)

Credits required: 30 credits

Online students study in these three domains

  • 6 credits: Fundamentals & Introductory Topics
  • 21 credits: Technical Aspects of Artificial Intelligence
  • 3 credits: Artificial Intelligence Capstone Project

This program is Applied Artificial Intelligence. This means that it has a focus on using AI for industrial and business purposes, nested within an ethical framework.

16.University of Michigan-Ann Arbor

Ann Arbor, Michigan

In 1957 Arthur Burks and Gordon Peterson founded what would become the Computer Science and Engineering program. In 1966 came the development of Michigan Terminal System. This was the world’s first time-sharing computer operating system.

Faculty members and alumni, such as Larry Page (co-founder of Google), have been nationally recognized for work in the field.

Related Degrees:

  • Master of Science in Robotics
  • Doctor of Philosophy in Robotics

The Computer Science and Engineering program offers seven academic degrees taught by 57 tenured faculty members. There are approximately 336 graduate students and 1,570 undergraduate students enrolled.

Research:

  • Interactive Systems laboratory
  • Intergalactic Mobile Learning Center
  • Computer Engineering Laboratory
  • Artificial Intelligence Laboratory

The Artificial Intelligence Lab hosts several specialty research groups. These include Assistive Technology, Constraint-based Reasoning, Human Computation and Crowd-sourcing, and Multi-agent and Economic Systems.

The laboratory runs a Robotics Institute. 22 full time faculty facilitate and direct the research here, as well as run numerous AI related seminars.

17.Georgia Institute of Technology-Main Campus

Atlanta, Georgia

The College of Computing at Georgia Tech is organized into three schools, offering 18 degree programs. Student enrollment consists of more than 1,500 undergraduates and nearly 3,000 graduates.

There are 84 academic faculty and 35 research faculty:

  • 3 members of the National Academy of Engineers
  • 4 recipients of the NSF Presidential Young Investigators award
  • 2 Fellows of the American Academy of Arts and Sciences.

Related Degrees:

  • Master of Science in Human-Computer Interaction
  • Master of Computer Science
  • Doctor of Philosophy in Computer Science
  • Doctor of Philosophy in Human-Centered Computing
  • Doctor of Philosophy in Robotics
  • Doctor of Philosophy in Machine Learning

Research Centers and Institutes:

  • Center for Research into Novel Computing Hierarchies
  • Institute for People and Technology
  • Algorithms and Randomness Center
  • Institute for Robotics and Intelligent Machines

The Institute for Robotics and Intelligence Machines was established in 2013 from the previous Robotics and Intelligent Machines Center. There are more than 70 faculty members and over 180 graduate students involved with the Institute. With more than 30 robotics laboratories and over 1,000 publications, the institute is in the midst of cutting-edge research. Core areas of investigation include Control, AI and Cognition, Interaction, and Perception.

AI Labs:

  • Design and Intelligence Laboratory
  • Laboratory for Interactive Artificial Intelligence

18.University of Massachusetts-Amherst

College of Information and Computer Sciences

Amherst, Massachusetts

In 1964 the study of Computer Science at the University of Massachusetts began with just three faculty members. By 2012 the department became a school, and in 2015 the current College of Information and Computer Sciences was established. There are now 51 faculty members, many of whom have been nationally recognized for their work.

Faculty include:

  • 10 Association for Computing Machinery Fellows
  • eight members of the Institute of Electrical and Electronics Engineers
  • eight members of the American Association for Artificial Intelligence.

Student enrollment in the College includes over 250 graduates and approximately 850 undergraduates.

Related Degrees:

  • Bachelor of Science in Computer Science
  • Bachelor in Arts in Computer Science
  • Bachelor of Science in Informatics
  • Minor in Computer Science
  • Master of Science in Computer Science

Centers and labs:

  • Cybersecurity Institute
  • Center for Intelligent Information Retrieval
  • Advanced Computer Networking Research Group
  • Architecture and Language Implementation Group
  • Theoretical Computer Science Group
  • Laboratory for Perceptual Robotics
  • Resource Bounded Reasoning Lab
  • Autonomous Learning Laboratory
  • Biologically Inspired Neural & Dynamical Systems Laboratory
  • Computer Vision Research Laboratory
  • Information Extraction and Synthesis Laboratory
  • Knowledge Discovery Laboratory

19.University of Illinois at Urbana-Champaign

Champaign, Illinois

At the University of Illinois, the study of computers can be traced back to 1946. Today the department of Computer Science is within the School of Liberal Arts and Sciences.

The Artificial Intelligence Laboratory was opened in 1991 with the primary focus of applying AI methodologies to real world issues.

Current projects of the lab include:

  • Data Mining for Manufacturing and Design Processes
  • Biological Motif Modeling
  • Automating the Evolution of Linguistic Competence in Artificial Agents

Courses are offered in Artificial Intelligence and Machine Learning through the Grainger College of Engineering. Artificial intelligence research focus in the Computer Science department.

Related Degrees:

  • Bachelor of Science in Computer Science
  • Bachelor of Science in Mathematics and Computer Science
  • Bachelor of Science in Statistics and Computer Science
  • Minor in Computer Science
  • Professional Master of Computer Science
  • Master of Computer Science
  • Doctor of Philosophy in Computer Science

Faculty members involved with this research include Dr. Peter C. Nelson, Dr. Barbara Di Eugenio, and Dr. Bing Liu. Other facilities include the Beckman Institute, the Natural Language Processing group, and the Speech and Language Engineering group.

Currently, there are more than 1,500 undergraduate and over 500 graduate students enrolled in the department. The 70 full-time faculty members include:

  • 15 ACM Fellows
  • 14 IEEE Fellows
  • 27 NSF Career award recipients since the year 2000
  • eight Sloan Research Fellows

AI Groups and Institutes:

  • Beckman Institute
  • Center for Artificial Intelligence Innovation (NCSA)
  • Center for Autonomy
  • Deep Learning Major Research Instrument Project (NCSA)
  • Natural Language Processing Group
  • Robotics Group
  • Speech and Language Engineering Group

20.University of Pennsylvania

Philadelphia, Pennsylvania

Computer Science at the University of Pennsylvania can trace its roots back to the study of engineering in 1850. In 1946 researchers at UPenn developed the world’s first electronic, large-scale, general purpose digital computer. This development brought global recognition to the field and school.

In 1979 the College of Engineering and Applied Science became the current School of Engineering and Applied Science. This School manages the department of Computer Science and Information.

Degrees in AI:

  • Bachelor of Arts and Sciences Specialized Degree Program in in Computer and Cognitive Science: Artificial Intelligence
  • Master of Science in Engineering in Robotics with a Specialization in Artificial Intelligence and Machine Learning

UPenn has continued to develop the field of Computer Science through:

  • Institute for Research in Cognitive Science in 1990
  • Center for Human Modeling and Simulation in 1994
  • Penn Research in Embedded Computing and Integrated Systems Engineering Center in 2008
  • SIG Center for Computer Graphics in 2009
  • Warren Center for Data and Network Sciences in 2014

Artificial Intelligence Labs:

  • General Robotics, Automation, Sensing and Perception (GRASP) Lab
  • Penn Research in Machine Learning
  • Artificial Intelligence in Biomedical Imaging Lab

21.University of Southern California

Los Angeles, California

The Institute for Creative Technologies at the University of Southern California was established in 1999. It is recognized as a research leader in the areas of graphics, virtual reality, and artificial intelligence. The Institute works in close collaboration with the Information Sciences Institute and the Department of Computer Science.

Degree in AI:

  • Master of Science in Computer Science (Artificial Intelligence)

Both Institutes and the Department of Computer Science have additionally partnered with the Center for Body Computing and Keck Medicine. Founded in 2007, this unique Virtual Care clinic is advancing both the Health care field and the Artificial Intelligence field.

Artificial Intelligence Centers and Labs:

  • Center for Artificial Intelligence in Society
  • Center for Cyber-Physical Systems and the Internet of Things
  • Institute for Robotics and Intelligent Systems
  • IDM Artificial Intelligence Laboratory
  • Collaboratory for Algorithmic Techniques and Artificial Intelligence (CATAI)

22.California Institute of Technology

Annenberg Center for Information Science and Technology

Pasadena, California

The Engineering and Applied Science division at Caltech is home to the department of Computing and Mathematical Sciences. It is located in the Annenberg Center for Information Science and Technology.

There are more than 20 faculty members in the department of Computing:

  • two members of the National Academy of Engineers
  • three MacArthur fellows
  • one member of the National Academy of Science
  • three Sloan Fellows
  • two American Academy Of Arts And Sciences members
  • one Foreign Member of the Royal Society

Research:

  • Center for Autonomous Systems and Technologies
  • Institute for Quantum Information and Matter
  • Lee Center for Advanced Networking
  • Rigorous Systems Research Group

The Center for Autonomous Systems and Technologies teaches AI in Advanced Drone Research, Autonomous Explorers, and Robots in Medicine. There are currently a dozen Caltech faculty members working in robotics and autonomous control.

Courses in Statistics and Machine Learning research in the Division of Computing and Mathematical Sciences.

Related Degrees:

  • Bachelor of Arts in Applied and Computational Mathematics
  • Bachelor of Arts in Computer Science
  • Bachelor of Arts in Information and Data Sciences
  • Minor in Control + Dynamical Systems
  • Minor in Computer Science
  • Minor in Information and Data Sciences
  • Doctorate of Philosophy in Computer Science
  • Doctorate of Philosophy in Applied and Computational Mathematics

23.University of Wisconsin-Madison

Madison, Wisconsin

The largest of the 20 schools and colleges which comprise the University of Wisconsin is the College of Letters and Science. Now home to 34 academic departments, it was in the early 1960’s that the Department of Numerical Analysis was founded. By 1964 this had become the Department of Computer Science.

The department offers bachelor’s – doctoral degrees. And also offers a Professional Master’s Program and a Professional Capstone Certificate Program. Courses cover a variety of topics including operating systems, programming languages and compilers, software engineering, and wireless systems.

Project-based courses offered in Artificial Intelligence through the Computer Science Department. Master’s degree specialization in Artificial Intelligence.

Related Degrees:

  • Bachelor of Arts in Computer Science
  • Bachelor of Science in Computer Science
  • Master of Science in Computer Science
  • Doctor of Philosophy in Computer Science

Research centers of the Department include:

  • Center for High Throughput Computing
  • ADvanced Systems Laboratory
  • Wisconsin Institute on Software-defined Data-centers in Madison

AI Research groups include:

  • Computer Architecture
  • Computer Graphics
  • Human-Computer Interaction
  • Artificial Intelligence
  • Machine Learning, Data Mining, and Biomedical Informatics Research Group
  • Computer Vision Research Group

Regularly offered AI courses include Medical Image Analysis, Advanced Natural Language Processing, and Computational Cognitive Science. Additionally, the Department of Computer Science holds regularly scheduled seminar talks addressing current areas of AI.

24.University of Georgia

Athens, Georgia

The first Artificial Intelligence group at the University of Georgia was formed in 1984. These researchers, include faculty members from the departments of Computer Science, Philosophy, Psychology, Linguistics, and Engineering.

The Artificial Intelligence Center was formally established in 1995. In 2006 the Center became a part of the Franklin College of Arts and Sciences. In 2008 this became the Institute for Artificial Intelligence.

Degrees in AI:

  • Bachelor of Arts in Artificial Intelligence
  • Master of Science in Artificial Intelligence

Today the Institute is affiliated with more than 75 faculty members and researchers from more than 10 countries.

There are two major academic programs offered:

  • Bachelor of Arts in Cognitive Science
  • Master of Science in Artificial Intelligence.

Within the Bachelor of Arts in Cognitive Science program there are four areas of concentration:

  • Artificial Intelligence Foundations
  • Philosophical Foundations
  • Psychological Foundations
  • Language and Culture

The Master of Science in Artificial Intelligence program has 11 areas of specialization, including:

  • Genetic Algorithms
  • Cognitive Modeling
  • Microelectronics
  • Logic Programming
  • Robotics

The Institute for Artificial Intelligence houses the Evolutionary Computation and Machine Learning Lab, Heterogenous Robotics (HeRo) Lab, and the THINC Lab.

25.University of Washington-Seattle Campus

Seattle, Washington

In 1967 the University of Washington opened the inter-college graduate program of Computer Science and Engineering. As the industry and popularity grew, the school added an undergraduate program in 1975 and granted departmental status. Now Computer Science and Engineering is one of 16 schools and colleges comprising the University at large.

There are currently 55 faculty members, 375 graduate students, and a growing undergraduate body of more than 750 students enrolled. Faculty members are actively involved with several national academies and many have been nationally recognized for their research.

The Paul G. Allen School of Computer Science and Engineering offers undergraduate and graduate courses in Artificial Intelligence.

Related Degrees:

  • Bachelor of Science in Computer Science
  • Bachelor of Science in Computer Engineering
  • Master of Science in Computer Science
  • Engineering Doctorate of Philosophy in Computer Science and Engineering

Research areas of the Computer Science and Engineering school include:

  • Computing for Development
  • Security and Privacy
  • Ubiquitous Computing
  • Artificial Intelligence
  • Wireless and Sensor Systems

The Artificial Intelligence group focuses on areas such as:

  • Automated Planning and Control
  • Intelligent Interaction
  • Brain-Computer Interfaces and Computational Neuroscience

Faculty members include professor and research Sham Kakade, who is also a Washington Research Foundation Data Science Chair. Also Rajesh Rao, author of the textbook ‘Brain-Computer Interfacing: An Introduction’, and director of the Neural Systems Laboratory.

AI related Groups and Labs:

  • Brain-Computer Interfacing research group
  • Decision-Theoretic Control for Crowd-sourced Workflows Research Group
  • Information Design Lab

26.Colorado State University-Fort Collins

Computer Science Department

Fort Collins, Colorado

The College of Natural Sciences has the Department of Computer Science. Originally located within the Department of Mathematics, Computer Science became its own independent area of study in 1974.

The Artificial Intelligence program within the department consists of six faculty members and approximately 30 graduate students.

The Computer Science Department offers introductory courses for undergraduates in Artificial intelligence. Research opportunities and graduate level courses in Artificial Intelligence are also offered.

Related Degrees:

  • Bachelor of Arts in Computer Science
  • Bachelor of Science in Computer Science
  • Bachelor of Science in Computer Science with Human Centered Computing Concentration
  • Bachelor of Science in Applied Commuting Technology
  • Master of Computer Science

Research Groups:

  • High-Performance Computing group
  • Computer Vision and Graphics group
  • Artificial Intelligence group.

Projects include Reinforcement Learning and Control, EEG Pattern Analysis for Brain-Computer Interfaces, and Intelligence Agents for Protecting Users in Cyberspace. The program has particular strengths in the interface between biology and AI. For instance, they are currently doing research in genetic algorithms and bioinformatics. The university uses a four course core to lay the foundation for students interested in AI research.

AI Labs:

  • Machine Learning Applications in Bioinformatics
  • Empirical Studies of Intelligent Systems Lab
  • Genetic Algorithms Labs

27.University of Pittsburgh-Pittsburgh Campus

Pittsburgh, Pennsylvania

The Computer Science department was founded in 1966, making it one of the oldest departments of its kind. The School of Information Science joined with the Department of Computer Science to create the new School of Computing and Information.

The department continues to offer degrees at the graduate and undergraduate levels. Areas included are data visualization/imaging, algorithms, software engineering, and artificial intelligence. Affiliated with the department is the Pittsburgh Supercomputing Center. Opened in 1986, this center is operated as a joint effort with Carnegie Mellon University.

Also affiliated with the department is the Intelligent Systems Program. This graduate level track offers students a comprehensive Artificial Intelligence degree with the option to specialize in biomedical informatics.

AI Degrees:

  • Master of Science in Intelligent Systems
  • Doctor of Philosophy in Intelligent Systems

Research groups directly under the management of this program include:

  • Natural Language Processing and Information Retrieval group
  • Intelligent Tutoring Systems and Educational Technology group
  • Artificial Intelligence and Law group
  • Machine Learning and Decision Making group

28.University of Advancing Technology

Tempe, Arizona

The University of Advancing Technology has a reputation of cutting-edge leadership in the field of online learning. The school has developed and spread a successful system of Synchronic Learning to other schools across the country. Online students take part in sequential five-week modules for a total of 15 weeks, or three modules, each semester.

The many online degree programs combine modern theory, industry standards, and experiential learning. The online Bachelor of Science in Artificial Intelligence is one of the first online Bachelor’s in Artificial Intelligence.

Students in this program gain a solid understanding of:

  • Computer programming
  • Building software systems
  • Developing applications
  • Applying theory and concepts to real-world problems

Graduates of the program have gained successful careers in:

  • Architecture
  • Autonomous systems
  • Computer games
  • Economics/market dynamics
  • Sociology and more

Credit requirements: 120 total credits, with 30 credits specific to the major

Selection of required courses:

  • Introduction to Databases
  • Internet of Things
  • Python Programming
  • Linux Operating System
  • Software Engineering Principles
  • Deep Learning
  • Augmented Reality

Online instruction style: Asynchronous

29.South Dakota School of Mines and Technology

Rapid City, South Dakota

In 1885 the Dakota School of Mines taught the technology of mining. The curriculum grew and the Dakota School of Mines became the South Dakota School of Mines and Technology in 1943.

Undergraduate and graduate courses offered in Artificial Intelligence and Intelligent Systems. Graduate focus is on Artificial Intelligence. Several faculty are involved in the research in Artificial Intelligence.

AI degrees:

  • Bachelor of Science in Computer Science
  • Bachelor of Science in Computer Engineering
  • Bachelor of Science in Applied and Computational Mathematics
  • Master of Science in Computer Science and Engineering
  • Master of Science in Computational Sciences and Robotics

The Master of Science in Computational Sciences and Robotics provides an overview of Artificial Intelligence, robotics, and more. Students take courses in Computer Engineering, Computer Science, and Mechanical Engineering.

Labs:

  • Experimental and Computational Mechanic Laboratory
  • Advance Manufacturing Process Technology Transition and Training center
  • Security Printing and Anti-Counterfeiting Technology center

30.Eastern Michigan University

Ypsilanti, Michigan

In the College of Arts and Sciences students will find the Department of Computer Science. Going back to the 1980’s, students were able to enroll in a computer science undergraduate major through the Mathematics Department. In 1985 Computer Science split from the Mathematics department to create its own field of study. As it continued to expand, the new Computer Science department added Master’s studies by the late 1990’s.

Currently headed by Professor Augustine Ikeji, the department has recently added courses in data mining, mobile application, and web science. The diversity of the faculty also continues to increase with professors from seven countries and three continents.

A select number of undergraduate courses in Artificial Intelligence are offered. Artificial intelligence electives are offered in the Master’s program.

AI Related Degrees:

  • Bachelor of Science in Computer Science (Applied)
  • Master of Science in Computer Science

There is a 12-hour graduate certificate offered in Artificial Intelligence. The university offers the Master of Science in Computer Science. Also, the university offers a double Master’s degree with the University of Applied Science in Germany.

Ranking Guidelines and Methodology

Successful Student has compiled this ranking from the student’s point-of-view, factoring criteria that is important to students, such as AI instruction, variety of coursework, degrees offered, labs, and academic reputation.

The Capabilities and Ethics of Artificial Intelligence

Google, Facebook, Amazon, Apple and Microsoft are all working on AI. Facebook’s FAIR (Facebook Artificial Intelligence Research) program engages with academia to assist in solving long term problems in AI. Facebook is hiring AI experts around the world to assist in their project.

Microsoft purchased Maluuba in January 2017, an AI company that uses machine learning for natural language processing. Google Brain is machine learning by trial and error, and Google Translate can translate writings into different languages. AI has beaten the best human competitors in the games Go, Chess, Checkers, Scrabble, Jeopardy! and the poker game No Limit Texas Hold’em.

Google, Facebook, Amazon, IBM, Apple, and Microsoft have partnered together to form the Partnership on Artificial Intelligence to Benefit People and Society, referred to as the “Partnership on AI”, to ensure ethical, transparent work on AI.

AI will be implemented not just in computers and smart phones, but also in industries such as healthcare, transportation, manufacturing, and robotics. Many futurists believe it is the future of industry. Here are the best Artificial Intelligence Journals.

Frequently Asked Questions

Which degree is best for AI?

The degree that’s best for AI would be a Computer Science degree with a specialization in Artificial Intelligence. There are also computer science degrees that specialize in AI and Machine Learning. The computer science degrees with specializations in AI are available as bachelor’s and master’s degrees.

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Is Artificial Intelligence a major in college?

Yes, Artificial Intelligence is a major in college. Student’s may pursue bachelor’s and master’s degrees in Artificial Intelligence, as online and on-campus degree options. The usual degree is a Computer Science degree with a specialization in Artificial Intelligence. These are available online and on-campus at colleges and universities across the United States but also in various schools across the world.

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Is there a degree for Artificial Intelligence?

Yes, there are degrees for Artificial Intelligence. They are within Computer Science programs predominantly, and are often a specialization. There are also programs that offer Machine Learning degrees. These are sometimes within Data Science programs. Both Artificial Intelligence and Machine Learning programs are available online and on-campus at colleges and universities across the United States.

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Are AI degrees worth it?

Given that Artificial Intelligence is a specialized degree, it is worth it to the extent that the job market needs Artificial Intelligence specialists and the space isn’t saturated. For Computer Science majors, it’s a good degree specialization for this reason, and for the fact that it sets the Computer Science graduate apart for careers in Computer Science and Artificial Intelligence after graduating. In 2019 venture capitalists invested more into Artificial Intelligence start-ups than in any other domain at any other time. Artificial Intelligence is set to be the future of industry, data science, big tech, and computing.

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