Last Updated on August 12, 2022
Are you interested in learning more about artificial intelligence? Are you looking for the best universities for artificial intelligence in europe and best universities for artificial intelligence in canada? If your answer to either of these two questions is yes, then this article will prove helpful to you. I’ll share with you some of the most reputable schools that offer some of the best education in the field of AI.
If you want to study Artificial Intelligence, a field that is exploding with useful tools and concepts, there are a lot of issues. These courses are sometimes taught by programming-only professors, who have no AI experience. The AI courses can be scattered through many departments, making it difficult to get a clear picture of the big picture. The best AI school for applied AI is expensive and out of reach for many students. Get to know Best University For Artificial Intelligence In The World, best universities for artificial intelligence in Europe, best country to study artificial intelligence, best university for artificial intelligence in Singapore & best universities for artificial intelligence in Germany right here on Collegelearners.
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best college for artificial intelligence
Artificial Intelligence degrees train professionals to build intelligent devices and systems that perform functions that usually require human intelligence, such as playing games or interpreting natural language.
Artificial Intelligence (AI) is one of the most exciting fields of technological development of our generation with potential to transform the world around us. This MSci Computer Science and Artificial Intelligence degree will equip you with highly sought after computer science and AI skills.
This Computer Science and Artificial Intelligence degree is a computing degree that allows students to specialise in the exciting field of artificial intelligence (AI), the science of mimicking human intelligence using computers. The degree contains broad coverage of all major computer science topics as well as specialist modules in artificial intelligence, taught by world leading experts. The research constantly feeds into our teaching curriculum meaning you will learn cutting edge techniques of this fascinating topic.
1. Carnegie Mellon University (Pittsburgh, PA)
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 US (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, with instructors from:
- 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 also interdisciplinary, with instructors from:
- School of Computer Science
- Computer Science Department
- Machine Learning Department
- Institute for Software Research
Students must take:
- 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
Research teams at CMU developed the CoBots. CoBots are mobile, intelligent robots. They are “aware of their perceptual, physical, and reasoning limitations and proactively ask for help from humans”.
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. It has the “ability to reason when faced with incomplete or misleading information”. Many students studying AI take part in the DARPA Robotics Challenge.
2. Stanford University (Stanford, CA)
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 include:
- 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.
- 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 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.
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, managing 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 generalized 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 third-party 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, Berkley (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 includes 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 includes:
- 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 include 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.
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, 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.
Related Program 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
Other Centers and Institutes of research managed by the School include 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. 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.
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 include the four-year Bachelor of Science or Art degrees, a terminal Master of Science degree, 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 and 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 include nearly 40 full-time faculty members, which include six members of the National Academy of Engineering, one MacArthur Fellow, eight NSF Presidential Young Investigators, and two Turing Award recipients. 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
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. 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
- 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 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.
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, 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. Extensive faculty comprise the Artificial Intelligence Research Focus in the Computer Science Department.
Advancements made within the field by students and professors include 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 include Neuroscience, Marine Science, Integrative Biology, and Computer Science.
- 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 the 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, and the Virtual Reality Lab.
Research areas of the department of Computer Science include 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.
best universities for artificial intelligence in europe
The European AI and robotics landscape has a strong focus on partnerships. Earlier this year, 25 European Union member states signed a declaration of co-operation regarding AI, ensuring the continent’s joint competitiveness in terms of research and deployment.
The European Commission has also called for a €20 billion investment in AI to be reached by the end of 2020, with the aim for researchers to develop the next generation of AI technologies and applications, and to ensure Europe can keep up with the US and China, where most leading AI firms are based.
1. Cambridge University, UK
Cambridge is one of the largest technology clusters in Europe. Startups associated with the university have seen impressive growth, perhaps due to the university’s key focus on entrepreneurship.
Recent notable project
A team of researchers from the university’s Department of Computer Science and Technology have created a robot that can copy human emotions. The robot, named Charles, uses natural affect data to replicate realistic facial expressions and gestures.
The UK’s fastest academic supercomputer, based at the University of Cambridge, is to be made available to AI companies to support the government’s AI Sector Deal. It’s part of a £10 million partnership between the university, the Engineering and Physical Sciences Research Council, and the Science and Technology Facilities Council.
2. ETH Zurich, Switzerland
ETH Zurich is a prominent STEM university. Its Institute of Robotics and Intelligent Systems (IRIS) consists of eight independent labs focusing on areas such as nanodevices for biomedicines and autonomous aerial vehicles.
Recent notable project
Researchers from ETH Zurich and the University of Bologna have developed DroNet, described in a paper as “a lightweight residual convolutional neural network (CNN) architecture”. It allows engineers to maximise a drone’s limited power and memory supply.
ETH Zurich has a long history of being one of the world’s most prestigious science and technology universities. It has produced 20 Nobel Prize Laureates to date, including Albert Einstein.
Recently, it achieved its highest ranking in the QS (Quacquarelli Symonds) university rankings – placing it in the top 1% alongside the likes of MIT and Oxford University.
3. Technical University of Berlin, Germany
TU Berlin is an internationally renowned research university located in Germany’s capital.
Recent notable project
A bot named Alex is helping improve the student experience at TU Berlin. Built by current PhD student Thilo Michael as part of his master’s course, Alex allows students to find information much more quickly than traditional systems. Instead of keyword research, it analyses sentences to determine context and meaning.
The university’s Robotics and Biology Laboratory has partnered with a number of other leading institutions and companies to create a hand that is capable of advanced manipulation. The SoMa (soft manipulation) project has been tested out in Ocado warehouses and is pioneering developments into how robots can adapt to handle fragile and complex objects.
4. University of Amsterdam, Netherlands
Recent notable project
Researchers at the University of Amsterdam have unlocked a variation of convolution neural networks (CNN) known as Spherical CNNs. These CNNs allow machines to ‘see’ objects in 3D. The idea is still in its early stages, but it holds the potential to improve object detection in IoT, autonomous cars, AR and VR.
In April this year, the Innovation Center for Artificial Intelligence (ICAI) was launched. It’s an open collaborative initiative led by the University of Amsterdam and the VU University Amsterdam, with the goal of joining the country’s business sector and government together in the development of AI technology.
5. Italian Institute of Technology, Italy
Recent notable project
The university is best known for its iCub project, a robot child developed in 2004, which still forms the standard of reference for humanoid robot development around the world. Today, Italian researchers are now developing a control system they hope will allow the iCub humanoid to fly. The idea is, by using four jet thrusters, the robot can use flight to increase efficiency and versatility.
Since 2006, the Italian Institute of Technology has obtained around 10,745 publications on international scientific journals, produced more than 200 inventions and filed more than 600 patent applications.
best universities for artificial intelligence in canada
There are plenty of universities offering Artificial Intelligence course in Canada. Selecting the best university can be a little tricky and confusing. We have listed down the top 10 Artificial Intelligence course in Canada:
- Queen’s University
- University of Waterloo
- Centennial College of Applied Arts and technology
- University of Alberta
- University of Toronto
- University of Winnipeg
- St. Clair College
- Saskatchewan Polytechnic
- St. Francis Xavier University
- Ryerson University
Other Prominent Universities
Here are some more prestigious universities offering Artificial Intelligence course in Canada:
- Simon Fraser University
- University of Montreal
- McGill University
- University of British Columbia
- Georgian College
- York University
This university ranks as one of the oldest universities in Canada. THE ranking of Queen University is 251/1250 with 3400 international students. This university has been serving excellent education, research for 175 years! Queen’s is located in the city of Kingston, Ontario, Canada, halfway between Montreal and Toronto. A candidate needs 6.5 IELTS points to apply to the University. This university provides various courses on AI for undergraduate, postgraduate as well as doctorate courses. Scholarships and internships are available at Queen’s University. Fees for the University may vary from CAD 80,000 to CAD 203,307.
Simon Fraser University
This University ranked 288 under the Best Global Universities,2019. Simon Fraser University established in the year 1962, offering numerous courses like master’s in computer science, BSc in computer science, and other diploma courses too. Candidates have to score 6.5 IELTS to get admission to this University. The research areas include Data mining, Databases, Artificial Intelligence, Computational biology, etc. Scholarships and internships are included in Simon Fraser University.
University of Alberta
Established in 1908, the University of Alberta ranks 132nd/1250 in THE world ranking. This university is recognized globally for its research projects. It offers M.sc in computer science. Research areas include Robotics, Software Systems, Software Engineering, Database Systems, Artificial Intelligence, etc.
University of Montreal
This institution was founded in the year 1808. This is a French-language university for higher education. This university also provides Bachelor’s degree and Master’s degree courses in computing science. THE ranking for the University of Montreal is 90th position! Lots of research opportunities make this university a heartthrob for students!
University of Toronto
THE ranks the University of Toronto as the 20th best Global University! Established in the year 1827, this university mainly focuses on innovation and creativity. This university also provides courses for both undergraduate and postgraduate covering the subjects of Artificial Intelligence, Advanced technology, and automation.
What Undergraduate Degree is Best for Artificial Intelligence
As the table below demonstrates, AI consists of several overlapping disciplines. Understanding statistical methods, for example, is just as important as a background in computer science. In addition to the subjects listed here, it can be helpful to take interdisciplinary courses in areas like cognitive science to provide a conceptual framework for AI applications.
Sample Core Subjects in an AI Curriculum
|MATH AND STATISTICS||COMPUTER SCIENCE||AI CORE SUBJECTS|
|Linear AlgebraDifferential and Integral CalculusMatrices and Linear TransformationsIntegration and ApproximationModern RegressionProbability TheoryBayesian NetworkingProbabilistic Graphical Models||Computer Systems and ProgrammingPrinciples of Imperative ComputationPrinciples of Functional ProgrammingData Science EssentialsParallel and Sequential Data Structures and AlgorithmsLogic Programming and Computational LogicAgile Software Development||Machine Learning, Deep Learning, and Reinforcement LearningInformation Theory, Inference, and Learning AlgorithmsNeural Networks for Machine LearningAI Representation and Problem-SolvingNatural Language ProcessingComputer Vision and Image Analysis|
|Sources: Carnegie Mellon University; Stanford University; Northwestern University; Learning Artificial Intelligence; Microsoft Professional Program|
Once you master some of the fundamentals, find the AI subfields that most interest you and shape your coursework accordingly. The next table shows more specialized subjects you might take as electives while earning a degree; these topics are also worth exploring at any stage of your career. Additional classes may be available that teach students specific AI applications in fields like biology, healthcare, and neuroscience.
Sample Artificial Intelligence Clusters and Subjects
|MACHINE LEARNING||DECISION-MAKING AND ROBOTICS||PERCEPTION AND LANGUAGE||HUMAN-AI INTERACTION|
|Deep Reinforcement Learning and ControlApplied Machine LearningMachine Learning for Text MiningAdvanced Data Analysis||Neural ComputationAutonomous AgentsCognitive RoboticsStrategic Reasoning for AIRobot Kinematics and Dynamics||Information Retrieval and Search EnginesSpeech ProcessingComputational PerceptionComputational PhotographyVision Sensors||Designing Human -Centered SystemsHuman-Robot InteractionRobotic ManipulationSafe and Interactive Robots|
|Sources: Carnegie Mellon University; Stanford University|
Whether you’re a college student or already in the workforce, it’s important to proactively define your own AI curriculum. As Ayoub explained, “schools like Carnegie Mellon, Stanford, and MIT are just a few that have built out tracks for those wanting to work in AI, but there are many others. There are also supplemental programs that can help someone who is midcareer retrain to move into a job in AI.”
For example, Microsoft recently announced an AI track for the Microsoft Professional Program, which is part of a larger effort that includes the developer-focused AI School. The programs are available online to anyone and, according to Ayoub, provide “job-ready skills and real-world experience to engineers and others who are looking to improve their skills in AI and data science through a series of online courses that feature hands-on labs and expert instructors.”
Machine learning courses and related resources are also available from Google, MIT, Stanford, CalTech, and the University of Cambridge. With soaring demand, universities and big-name companies are eager to provide educational content that can help increase the supply of AI engineers.