tuanlhbk/free-ai-resources

🧠 Free AI Resources for everyone

FREE AI COURSES:

• EdX’s Artificial Intelligence - https://www.edx.org/course/artificial-intelligence-ai
• Udacity’s Intro to Artificial Intelligence - https://www.udacity.com/course/intro-to-artificial-intelligence--cs271
• Artificial Intelligence: Principles and Techniques By Stanford - http://web.stanford.edu/class/cs221/
• Udacity’s Artificial Intelligence for Robotics by Georgia Tech - https://www.udacity.com/course/artificial-intelligence-for-robotics--cs373
• IBM's Data Science and Cognitive Computing courses - https://cognitiveclass.ai/
• Elements of AI - https://www.elementsofai.com/

FREE MACHINE LEARNING COURSES:

• Machine Learning by Andrew NG - https://www.coursera.org/learn/machine-learning
• Intro to ML by Udacity - https://www.udacity.com/course/intro-to-machine-learning--ud120
• EdX’s Learning from Data(Introductory Machine Learning) - https://www.edx.org/course/learning-from-data-introductory-machine-learning#!
• Introduction to Machine Learning for Coders - http://course18.fast.ai/ml
• Statistical Machine Learning by CMU - https://www.youtube.com/watch?list=PLTB9VQq8WiaCBK2XrtYn5t9uuPdsNm7YE&v=zcMnu-3wkWo
• Coursera’s Neural Networks for Machine Learning - https://www.youtube.com/watch?list=PLoRl3Ht4JOcdU872GhiYWf6jwrk_SNhz9&v=cbeTc-Urqak
• Kaggle Complete Roadmap for Machine Learning - https://www.kaggle.com/learn/overview
• EdX’s Principles of Machine Learning - https://www.edx.org/course/principles-of-machine-learning
• Coursera’s Machine Learning Specialization - https://www.coursera.org/specializations/machine-learning
• Machine Learning Crash Course by Google - https://developers.google.com/machine-learning/crash-course

FREE DATA SCIENCE COURSES:

• IBM Data Science Professional Certificate - https://www.coursera.org/professional-certificates/ibm-data-science

FREE DEEP LEARNING COURSES:

• Google’s Deep Learning Course- https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187
• Practical Deep Learning for Coders - https://course.fast.ai/
• Deep Learning from the Foundations - https://course.fast.ai/part2

FREE NLP COURSES:

• A Code-First Introduction to Natural Language Processing - https://www.fast.ai/2019/07/08/fastai-nlp/

FREE MACHINE LEARNING IN GRAPHICS AND VISION COURSES

• CVPR 2020: Neural Rendering - https://www.neuralrender.com/

AI RESEARCH AT BIG COMPANIES:

• Machine Learning at Apple - https://machinelearning.apple.com/
• AI at Uber - https://www.uber.com/us/en/uberai/
• Machine Learning at Careem - https://blog.careem.com/en/tag/machine-learning/
• Data Science at Grab - https://engineering.grab.com/categories/data-science/
• Autopilot AI at Tesla - https://www.tesla.com/autopilotAI
• AI at Microsoft - https://www.microsoft.com/en-us/ai
• AI Research at Google - https://ai.google/research/
• Self Driving Car Research at Lyft - https://medium.com/lyftlevel5
• AI Research at Huawei - https://www.huawei.com/en/industry-insights/technology/ai
• AI Research at Samsung - https://research.samsung.com/artificial-intelligence
• AI at Alibaba - https://damo.alibaba.com/labs/ai
• Data Science at Gojek - https://blog.gojekengineering.com/data-science/home
• Intelligent Transportation Technology and Security at Didi Chuxing - http://www.didi-labs.com/
• Amazon Science - https://www.amazon.science/
• Data Science at Bolt - https://medium.com/@boltapp

DEVELOPER RESOURCES:

• Apple - https://developer.apple.com/machine-learning/
• Google - https://cloud.google.com/products/ai

YOUTUBE CHANNELS

• The Massachusetts Institute of Technology's Computer Science and Artificial Intelligence Laboratory - https://www.youtube.com/user/MITCSAIL/videos
• The Allen Institute for Artificial Intelligence - https://www.youtube.com/channel/UCEqgmyWChwvt6MFGGlmUQCQ/videos
• DeepMind - https://www.youtube.com/channel/UCP7jMXSY2xbc3KCAE0MHQ-A/videos
• Applied AI Course - https://www.youtube.com/channel/UCJINtWke3-FMz2WuEltWDVQ/videos
• StarCraft Artificial Intelligence Tournament - https://www.youtube.com/user/certicky/videos
• Sentdex - Data Analysis Tutorials - https://www.youtube.com/c/sentdex/videos

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