Successful Student has compiled the 25 Best Artificial Intelligence Colleges in the United States. Artificial Intelligence (AI), also known as machine learning, is a discipline within computer science.
AI will be implemented not just in computers and smart phones, but also in industries such as healthcare, transportation, and manufacturing. Many futurists believe it is the future of industry. in what would be important to students, such as AI instruction, variety of coursework, and academic reputation.
1. Carnegie Mellon University (Pittsburgh, PA)
At Carnegie Mellon’s School of Computer Science, a more intimate and personal connection is held to the study of Artificial Intelligence due to the legacy of researchers and professors Herbert Simon and Allen Newell. Thanks to Simon and Newell’s ground-breaking accomplishments in the field, the study of Artificial Intelligence is one of the most interdisciplinary areas at Carnegie Mellon, with involvement from faculty and students in the departments of Computer Science, Statistics, Electrical and Computer Engineering, and the Tepper School of Business.
Historic achievements, such as the CoBots, have been produced from the research teams of AI. CoBots are mobile intelligent robots which have been designed to be “aware of their perceptual, physical, and reasoning limitations and proactively ask for help from humans” , the Libratus program, developed by Professor Tuomas Sandholm and Ph. D. student Noam Brown, has beaten professional No Limit Texas Hold’Em poker players with its “ability to reason when when faced with incomplete or misleading information”. Not surprisingly, many students from Carnegie Mellon studying AI participate in the DARPA Robotics Challenge. All levels of study, from Bachelor to Doctorate, are available.
2. Stanford University (Stanford, CA)
With its ideal location in the heart of Silicone valley of California, Stanford University has established itself as a world leading teaching and research institution for higher education, particularly in the sciences. One of the most cutting-edge research areas of our time, Artificial Intelligence , has been studied at Stanford since 1962. The Stanford Artificial Intelligence Laboratory offers various courses, hosts engaging events, and manages outreach programs to local schools. Courses includ e topics such as the Cutting Edge of Computer Vision, Decision Making Under Uncertainty, and Advanced Robotic Manipulation.
Students who enroll in the Graduate Certificate in Artificial Intelligence through the Center for Professional Development will find the AI Laboratory to be one of their greatest resources. This 13 to 15 unit degree is ideal for software engineering interested in the AI specialization. Currently there are four required courses: Logic and Automated Reasoning, Artificial Intelligence: Principles and Techniques, and two electives of the student’s choice. These may includ e Natural Language Processing with Deep Learning, Machine Learning, and Computer Vision: From 3-D Reconstruction to Recognition. Students have a maximum of three years to complete the Certificate.
3. Massachusetts Institute of Technology “MIT” (Cambridge, MA)
MIT itself was founded in 1861 in response to the growing industrial capacity of America and the need for more technologically minded personnel. As a result, the majority of programs offered at MIT are technology based, and thus many are related to the study of Artificial Intelligence. In 1959 the Artificial Intelligence Laboratory began its own research and experimentation, and in 1963 the Laboratory for Computer Science was opened. As the projects became more and more interconnected, the two labs merged in 2003 to create the Computer Science and Artificial Intelligence Laboratory, the largest and most prominent of the MIT laboratories.
Currently there are more than 100 senior researchers and faculty members representing eight academic departments, managing more than 50 research groups and hundreds of projects. Other participants includ e 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 generalized categories: Artificial Intelligence, Systems, and Theory.
4. University of California, Berkeley (Berkeley, CA)
The oldest of the institutes for higher education in the California system, Berkeley has an extensive array of facilities and persons dedicated to the teaching and research of Artificial Intelligence. Berkeley Artificial Intelligence Research Laboratory includ es more than two dozen faculty members and over a hundred graduate students. In addition to research opportunities the AI lab offers seminars and courses such as Computational Imagining and Robotic Manipulation and Interaction.
The Robotics and Intelligent Machines Laboratory at Berkeley includ es:
- Biomimetics Millisystem Lab
- CITRIS People and Robots Initiative
- Berkeley Laboratory for Automation Science and Engineering
- Robot Learning Group
- Automated Science and Engineering
- Embedded Human project
- BErkeley AeRobot (BEAR) project
- Computer Vision group
- Medical Robotics at Berkeley
- Network Embedded Systems Technology
Other research centers includ e the Laboratory for Information and System Science, the Vision and Learning Center, the Center for Human Compatible Artificial Intelligence, and the International Computer Science Institute.
Much of the study of AI is affiliated with the department of Electrical Engineering and Computer Sciences.
5. Harvard University (Cambridge, MA)
In 1847 Harvard University opened the Lawrence Scientific School as its first formal effort to provide higher level 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 for cross disciplinary research, and networking opportunities.
Other Centers and Institutes of research managed by the School includ e the Institute for Applied Computational Science, the Technology and Entrepreneurship Center at Harvard, and the Wyss Institute for Biologically Inspired Engineering. Under the category of Computer Science, Artificial Intelligence and the subsets of Computational Linguistics, Machine Learning, Multi-agent Systems, and Robotics, are researched in detail by various faculty members. In 2013 the National Science Foundation Awarded Harvard and MIT 25 million dollars in order to build the Center for Brains, Minds, and Machines. In 2015 the Future Society at Harvard’s Kennedy School created The AI Initiative, which is yet another artificial intelligence research center. The center focuses more oN research, whereas the initiative has a stronger emphasis on shaping global policy as it relates to AI. This makes Harvard one of the few schools that puts as many resources into understanding the ramifications of AI as it invests into actually developing AI technology.
6. Yale University (New Haven, CT)
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. Today the department prides itself on the interdisciplinary nature of its subject and maintains connections with other departments including psychology, linguistics, music, medicine, and many others. The diversity of the degrees available has also increased to includ e the four-year Bachelor of Science or Art degrees, a terminal Master of Science degree, and a Doctor of Philosophy.
In honor of Perlis’ contributions, the Alan J. Perlis Symposium has been held annually since 1992. Distinguished lecturers and researchers in the Computer Science field from around the world are invited to speak on a relevant and cutting-edge topic. At Yale, research is carried out in the Artificial Intelligence Laboratory and the the 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, NY)
Cornell University has one of the oldest Computer Science departments in the United States, established in 1965. The department has grown to includ e nearly 40 full-time faculty members, which includ e six members of the National Academy of Engineering, one MacArthur Fellow, eight NSF Presidential Young Investigators, and two Turing Award recipients. The student body includ es 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 includ e:
- Computational sustainability
- Game and decision theory, connections to economics
- Knowledge representation and reasoning
- Machine learning
- Natural language processing, computational linguistics and information retrie v a l
Students and faculty also have access to the Joan and Irwin Jacobs Technion-Cornell Institute. This historic partnership between Cornell and the Israel Institute of Technology was announced in 2011, with the vision of developing new academic programs “that blend technical depth, business know-how, design skills, and a ‘builder’ mindset”.
8. University of Maryland (College Park, MD)
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, and neural computation.
Researchers affiliated with the department are involved with 17 major areas of inquiry. These includ e Programming Languages, Augmented and Virtual Reality, Human Computer Interaction, Computer Vision, and Artificial Intelligence. Centers and Institutes of research includ e the Center for Automation Research, the Computational Linguistics and Information Processing Center, the Human-Computer Interaction Laboratory, and the Institute for Advanced Computer Studies. According to Sciencedaily.com, researchers at the University of Maryland Greenebaum Cancer Center in Baltimore have used computers with artificial intelligence to “differentiate and diagnose several types of colon tumors”.
9. Columbia University (New York City, NY)
A new and unique educational program has been established at Columbia University, currently the only establishment of higher education to offer it. Through the Fu Foundation School of Engineering and Applied Science, in partnership with the non-profit online learning organization edX, students may now enroll in a MicroMasters program, the first certificate program of its kind.
This MicroMasters, offered in Artificial Intelligence, is currently comprised of four graduate level courses: Artificial Intelligence, Machine Learning, Robotics, and Computer Animation. The course work students complete in the MicroMasters “represents 25 percent of the coursework toward a Master’s degree in Computer Science”. The Computer Science department itself offers 10 fields of study related to Artificial Intelligence including NLP and Speech, Vision and Robotics, and Machine Learning. Advancements made within the field by students and professors includ e professors Ken Chung’s new app for improving the symptoms of anxiety and depression.
10. University of Texas (Austin, TX)
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 includ e Neuroscience, Marine Science, Integrative Biology, and Computer Science.
Research areas of the department of Computer Science includ e Bioinformatics and Computational Biology, Computer Architecture, Model Driven Engineering, and Theoretic Computer Science. The study of Artificial Intelligence is addressed through topics such as Automatic Programming, Autonomous Agents, Multi-agent Systems, and Natural Language Processing. Over 20 courses are available, dealing with the various aspects of the field and more than 10 research laboratories and groups are dedicated to its advancement.
The AI Laboratory was formally established in 1983, though 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 and working on projects such as Programming and Problem Solving by Connecting Diagrams, the Neuro-evolution Approach to General Atari Game Playing, and Using Neural Networks to Determine how Word Meaning Varies Across Sentences.
11. University of California, Los Angeles (Los Angeles, CA)
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 with the latter providing students with an additional foundation in computer system hardware. There are currently more than 800 undergraduates and nearly 400 graduate students enrolled in the various programs accredited by the Computing Accreditation Commission and the Engineering Accreditation Commission of ABET.
Research centers affiliated with the department includ e the Center for Domain-Specific Computing, the Scalable Analytics Institute, the Center for Autonomous Intelligent Networked Systems, and the Center for Systematic, Measurable, Actionable, Resilient and Technology-driven Health, also known as the Center for SMART Health.
Other research laboratories and groups includ e the Bio-cybernetics Laboratory, the Automated Reasoning Group, the Laboratory for Embedded Collaborative Systems, the Wireless Networking Group, and the Internet Research Laboratory. One of its more colorful AI research programs includ es the MUSE Project, which is literally trying 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.
12. University of Michigan (Ann Arbor, MI)
In 1957 computing pioneers Arthur Burks and Gordon Peterson founded what would become the Computer Science and Engineering program of the University of Michigan. A second historic landmark for the school, and the world of technology, was the development of the world’s first time-sharing computer operating systems in 1966 called the Michigan Terminal System. With the evidence of such revolutionary strides, it should not come as a surprise that faculty members and alumni alike, such as Larry Page (co-founder of Google), have been nationally recognized for their work in the field.
There are approximately 336 graduate students and 1,570 undergraduate students enrolled. Research laboratories and centers includ e the Interactive Systems laboratory, the Intergalactic Mobile Learning Center, the Computer Engineering Laboratory , and the Artificial Intelligence Laboratory. The Artificial Intelligence Lab hosts several specialty research groups including 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.