Research: Top Online Artificial Intelligence Courses and Programs
Artificial Intelligence (AI) and Machine Learning algorithms are transforming entire industries and defining the next generation of software solutions.
AI is estimated to create an additional $13 trillion of value annually by 2030, according to McKinsey Global Institute.
This list features the most successful programs collected by IBL News.
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â MIT Management Executive Education and MIT CSAIL
Artificial Intelligence: Implications for Business Strategy â Online Short Course
In collaboration with online education provider GetSmarter, subsidiary of 2U, Inc.
6 weeks, excluding 1-week orientation; 6-8 hours per week, self-paced, entirely online; weekly modules, flexible learning
Program fees: $2,800
Certificate of completion from the MIT Sloan School of Management
6 modules; personalized, people-mediated online learning experience
Brochure
â MIT
Deep Learning, Self-Driving Cars, Artificial General Intelligence
Collection of MIT courses and lectures on deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence taught by Lex Fridman.
â Imperial College London â Coursera.org
Master of Science of Machine Learning
â Emeritus Institute of Management
Postgraduate Diploma in Machine Learning and Artificial IntelligenceÂ
In collaboration with Columbia Engineering Executive Education
Starts on March 28, 2019
Duration: 9 months, online, 6-8 hours per week
Program Fees: $3,000. Payable in two equal installments. Non-refundable application fee: $50
Learning journey includes video lectures, discussions, quizzes, application assignments, capstone project, and live online teaching sessions
Two modules (Applied machine learning; Applied artificial intelligence) and a capstone project
Access upon completion to the Emeritus network
â Emeritus Institute of Management
Applied Artificial Intelligence Advanced Program
In collaboration with Columbia Engineering Executive Education
Starts on 28 Febrero 2019
Duration: 3 months, online, 6-8 hours per week. Twelve modules.
Program Fees: $1,200.
Pre-Requisites: Undergraduate knowledge of linear algebra (vectors, matrices, derivatives), calculus, basic probability theory. You should be comfortable with Python or any other programming language. All assignments/application projects will be done using the Python programming language.
Learning journey includes video lectures, discussions, quizzes, application assignments, capstone project, and live online teaching sessions
â Columbia University â ColumbiaX on edX
MicroMasters Program in Artificial Intelligence
4 Courses for $1,080. Free Audit, with no certificate, graded assignments, and limited access
Each course is 8-10 hours per week, for 12 weeks, with an individual cost of $300
Courses in this program: Artificial Intelligence (AI), Machine Learning, Robotics, Animation and CGI Motion
Instructor-led format, with assignments and exams with due dates
Credit-eligible MicroMasters program credential
If the learner is accepted in the Master of Computer Science, it will count 7.5 of the 30 credits required for graduation on-campus or online Master of Computer Science program. The program represents 25% of the coursework toward a Master's degree in Computer Science at Columbia.
Video
â Microsoft â edX.org
Professional Program in Artificial Intelligence
9 courses + final project; 8-16 hours per course.
Program fees: $99 per course / $990 for the entire program
Courses presented in a suggested order that builds your skills.
Curriculum titles:
Course 1 â Introduction to Artificial Intelligence (AI)
Course 2 â Introduction to Python for Data Science
Course 3 â Essential Mathematics for Artificial Intelligence: Python Edition
Course 4 â Ethics and Law in Data and Analytics
Course 5 â Data Science Research Methods: Python Edition
Course 6 â Principles of Machine Learning: Python Edition
Course 7 â Deep Learning Explained
Course 8 â Reinforcement Learning Explained
Course 9a â Computer Vision and Image Analysis    Course 9b â Speech Recognition Systems.  Course 9c â Natural Language Processing (NLP)Â
Course 10 â Microsoft Professional Capstone: Artificial Intelligence
Microsoft Professional Program for Artificial Intelligence
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â Georgia Tech â edX.org
Machine Learning
14 weeks, 8-10 hours per week
Free. Add a Verified Certificate for $99
Intermediate level
English. Subtitles: English
Taught by Charles Isbell
â Universidad Carlos III de Madrid (UC3M) â edX.org
IntroducciĂłn a la visiĂłn por computador: desarrollo de aplicaciones con OpenCV
7 weeks, 5-7 hours per week
Free. Add a Verified Certificate for $50
Intermediate level
Spanish. Subtitles: Spanish
Taught by Arturo de la Escalera, JosĂŠ MarĂa Armingol, David MartĂn GĂłmez, Fernando GarcĂa, Abdulla H. Al-Kaff
â Stanford University â Coursera.org
Machine Learning
100% online, flexible deadlines, free online course (audit)
Approx. 55 hours to complete; 11-weeks; suggested: 7 hours/week
English. Subtitles in English, Chinese (Simplified), Hebrew, Spanish, Hindi, Japanese, Korean, Portuguese
Enrolling for a Certificate gives access to all course materials, including all videos, quizzes, and programming and graded assignments
One of the best and most popular courses at Coursera, with 2.2 million students
Taught by Andrew Ng, AI guru, Co-Founder at Corsera and Adjunct Professor at Stanford University
â Deeplearning.ai â Coursera.org
AI For Everyone
100% online, flexible deadlines, free online course except for graded items (audit)
Approx. 11 hours to complete. Suggested: 4 weeks of study, 2-3 hours/week. Beginner level
$49
Certificate
English. Subtitles: English.
4 Weeks: What is AI, Building All Projects, AI in Your Company, AI and Society
Taught by AI guru Andrew Ng
â Deeplearning.ai â Coursera.org
Deep Learning Specialization
100% online, flexible deadlines
Approx. 3 months to complete. Suggested 11 hours/week. Intermediate level
$49 per month
English. Subtitles: English, Chinese (Traditional), Arabic, Ukrainian, Chinese (Simplified), Portuguese (Brazilian), Korean, Turkish, Japanese
5 courses: Neural Networks and Deep Learning, Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, Structuring Machine Learning Projects, Convolutional Neural Networks, Sequence Models.
Taught by AI guru Andrew Ng, with two teaching assistants.
NVIDIA's Deep Learning Institute as an industry partner.
â Google Cloud â Coursera.org
Machine Learning with TensorFlow on Google Cloud Platform Specialization
100% online, flexible deadlines
Approx. 1 month to complete. Suggested: 15 hours/week. Intermediate level
$49 per month
English. Subtitles: English, French, Portuguese (Brazilian), German, Spanish, Japanese
5 courses: How Google does Machine Learning, Launching into Machine Learning, Intro to TensorFlow, Feature Engineering, Art and Science of Machine Learning.
â University of Washington â Coursera.org
Machine Learning Specialization
100% online, flexible deadlines
Approx. 8 months to complete. Suggested 6 hours/week. Intermediate level
$49 per month
English. Subtitles in English, Korean, Vietnamese, Chinese (Simplified), Arabic
4 courses: Machine Learning Foundations: A Case Study Approach; Machine Learning: Regression; Machine Learning: Classification; Machine Learning: Clustering & Retrieval
Taught by Carlos Guestrin, Amazon Professor of Machine Learning; and Emily Fox, Amazon Professor of Machine Learning
â NYU Tandon School of Engineering â Coursera.org
Machine Learning and Reinforcement Learning in Finance Specialization
100% online, flexible deadlines
Approx. 5 months to complete. Suggested: 9 hours/week. Intermediate level
$49 per month
English. Subtitles: English.
4 courses: Guided Tour of Machine Learning in Finance, Fundamentals of Machine Learning in Finance, Reinforcement Learning in Finance, Overview of Advanced Methods of Reinforcement Learning in Finance.
Taught by Dr. Igor Halperin
â Imperial College London â Coursera.org
Mathematics for Machine Learning Specialization
100% online, flexible deadlines
Approx. 2 months to complete. Suggested: 12 hours/week. Beginner level
$49 per month
English. Subtitles: English.
3 courses: Mathematics for Machine Learning: Linear Algebra, Mathematics for Machine Learning: Multivariate Calculus, Mathematics for Machine Learning: PCA.
â National Research University â Higher School of Economics (HSE) (Russia) â Coursera.org
Advanced Machine Learning Specialization
100% online, flexible deadlines
Advanced level
$49 per month
English. Subtitles in English
7 courses: Introduction to Deep Learning, How to Win a Data Science Competition: Learn from Top Kagglers, Bayesian Methods for Machine Learning, Practical Reinforcement Learning, Deep Learning in Computer Vision, Natural Language Processing, Addressing Large Hadron Collider Challenges by Machine Learning.
Taught by 21 instructors
â School of Artificial Intelligence â Udacity
Intro to Artificial Intelligence
Free online, self-paced
Approx. 4 months. Two lessons
Intermediate level
Taught by Sebastian Thurn (Udacity) and Peter Norvig (Google)
â School of Artificial Intelligence â Udacity
Artificial Intelligence for Robotics
Free online, self-paced
Approx. 2 months. Seven lessons
Advanced level
Taught by Sebastian Thurn, Founder at Udacity
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â Georgia Tech â Udacity
Knowledge-Based AI: Cognitive Systems
Free online, self-paced
Approx. 7 weeks. Nine lessons
Advanced level
Taught by Ashok Goel, David Joyner
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â Georgia Tech â Udacity
Artificial Intelligence (CS 6601)
Free online, self-paced
Approx. 4 months. Three lessons
Intermediate level
Taught by Thad Starner
â Georgia Tech â Udacity
Machine Learning (Supervised, Unsupervised & Reinforcement)
Free online, self-paced
Approx. 4 months. Three lessons
Intermediate level
Taught by Michael Littman, Charles Isbell, Puskar Kolhe
â Georgia Tech â Udacity
Machine Learning: Unsupervised Learning (Conversations on Analyzing Data)
Free online, self-paced
Approx. 4 months. Six lessons
Intermediate level
Taught by Charles Isbell, Michael Littman, Puskar Kolhe
â Georgia Tech â Udacity
Introduction to Computer Vision (CS 6476)
Free online, self-paced
Approx. 4 months. Ten lessons
Intermediate level
Taught by Aaron Bobick, Irfan Essa, Arpan Chakraborty
â Google â Udacity
Intro to Deep Learning
Free online, self-paced
Approx. 3 months. Four lessons
Intermediate level
Taught by Vincent Vanhoucke, Arpan Chakraborty
â School of Artificial Intelligence â Udacity
Intro to Self-Driving Cars Nanodegree
One 4-month term. Study 10 hours/week and complete in four months. Intermediate level
$999 one time payment or $84 per month
Prerequisites: Programming & Mathematics
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Taught by Sebastian Thurn, Founder at Udacity
â School of Artificial Intelligence â Udacity
Self Driving Car Engineer â Nanodegree Program
Two 3-months terms. Study 15 hours/week and complete in six months. Advanced level
$1,199 one time payment or $100 per month
Prerequisites: Python, C++, Mathematics
Term 1: Computer Vision, Deep Learning, and Sensor Fusion. Term 2: Location Path Planning, Control, and System Integration.
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Built in partnership with Mercedes Benz, Nvidia, Uber ATG, Didi, BMW, McLaren
Taught by Sebastian Thurn, Founder at Udacity
â School of Artificial Intelligence â Udacity
Flying Car and Autonomous Flight Engineer Nanodegree
One 4-month term. Study 15 hours/week and complete in four months. Intermediate level
$1,199 one time payment or $100 per month
Prerequisites: Programming & Mathematics
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Taught by Sebastian Thurn, Nicholas Roy, Angela Schoelig, Raffaello D'Andrea, Sergei Lupashin
â School of Artificial Intelligence â Udacity
Deep Learning â Nanodegree Program
One 4-month term. Study 12 hours/week and complete in four months.
$999 one time payment or $84 per month
Concepts covered: Deep learning, Neural Networks, Jupyter Notebooks, CNNs, GANS
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Built in collaboration with AWS, Facebook Artificial Intelligence
Taught by Sebastian Thurn, Ian Goodfellow, Jun-Yan Zhu, Andrew Trask
â School of Artificial Intelligence â Udacity
Natural Language Processing â Nanodegree Program
One 3-month term. Study 10-15 hours/week and complete in three months.
$999 one time payment or $84 per month
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Built in collaboration with Amazon Alexa, IBM Watson
Taught by Luis Serrano, Jay Alammar, Arpan Chakraborty, Dana Sheahen
â School of Artificial Intelligence â Udacity
Machine Learning Engineer
Two 2-month terms. Study 10 hours/week and complete in six months.
$999 one time payment or $84 per month (Per-term)
Concepts covered: Machine Learning, Supervised Learning, Unsupervised Learning, Reinforcement Learning, Deep Learning
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Built in collaboration with Kaggle, AWS
Taught by Arpan Chakraborty, Mat Leonard, Alexis Cook, Jay Alammar, Sebastian Thurn, Ortal Arel
â School of Artificial Intelligence â Udacity
Artificial Intelligence
One 3-month term. Study 10-15 hours/week and complete in three months.
$999 one time payment or $84 per month
Concepts covered: AI Algorithms, Search Algorithms, Optimization, Planning, Pattern Recognition
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Taught by Peter Norvig (Google), Sebastian Thurn (Udacity), Thad Starner (Georgia Tech)
â School of Artificial Intelligence â Udacity
Computer Vision
One 3-month term. Study 10-15 hours/week and complete in three months.
$999 one time payment or $84 per month
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Built in collaboration with Affectiva, Nvidia's Deep Learning Institute
Taught by Sebastian Thurn, Founder at Udacity
â School of Artificial Intelligence â Udacity
Deep Reinforcement Learning
One 4-month term. Study 10-15 hours/week and complete in four months.
$999 one time payment or $84 per month
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Built in collaboration with Unity, Nvidia's Deep Learning Institute
â School of Artificial Intelligence â Udacity
AI Programming with Python
One 3-month term. Study 10 hours/week and complete in three months.
$599 one time payment or $50 per month
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Taught by Luis Serrano, Jennifer Staab, Juan Delgado, Grant Sanderson, Mat Leonard, Mike Yi, Juno Lee, Andrew Paster
â School of Artificial Intelligence â Udacity
Artificial Intelligence for Trading
Two 3-month terms. Study 10 hours/week and complete in six months.
$999 one time payment or $80 per month (per term)
Prerequisites: Python programming & Mathematics
Term 1: Quantitative Trading; Term 2: AI Algorithm in Trading.
A dedicated personal mentor, weekly live Q&A sessions and webinars, personalized learning plan
Syllabus PDF
Built in partnership with WorldQuant
Taught by Arpan Chakraborty, Elizabeth Otto Hamel, Eddy Shyu, Brok Bucholtz, Parnian Barkatain, Juan Delgado, Luis Serrano, Cezanne Camacho, Mat Leonard
â NVIDIA Deep Learning Institute
All of the courses
Fundamentals of Deep Learning for Computer Vision (Self-paced, 8 hours, $90)
Fundamentals of Accelerated Computing with CUDA C/C++Â (Self-paced, 8 hours, $90)
Fundamentals of Accelerated Computing with CUDA Python  (Self-paced, 8 hours, $90)
â IBM Cognitive Class .ai
Deep Learning
Deep Learning Fundamentals (5 hours, free)
Deep Learning with TensorFlow (10 hours, free)
Accelerating Deep Learning with GPUÂ (5 hours, free)
Introduction to Machine Learning with Sound (4 hours, free)
â Stanford University
CS224n: Natural Language Processing with Deep Learning
3 months
Certification only for Stanford students
Supplement: YouTube videos
CS231n: Convolutional Neural Networks for Visual Recognition
3 months
Certification only for Stanford students
Supplement: YouTube videos
â Caltech
CS156: Machine Learning Course
10 weeks (10-20 hours per week)
YouTube videos
â University College London (UCL)
Introduction to Reinforcement Learning
YouTube videos
Advanced Deep Learning & Reinforcement Learning
YouTube videos