msyvr/notes--AI-ML--2018

resources for understanding/learning AI and machine learning

resources---AI-and-machineLearning

• Resources related to AI and machine learning: in the repo wiki; contents list below

Contents as of

2018.08.17

Home

0. Basic resources (fundamentals & tools) 0.1 Simple explanations
1. Comprehensive courses
2. Tutorials & walkthroughs (blogs, etc.)
3. Ethics
4. Specific topics
5. Controversies and hot takes

AGI artificial general intelligence

Capsule networks

Computer vision and visuomotor learning & tasks

Deep learning

GANs generative adversarial networks

Machine learning specifics and advanced topics

Math & statistics in AI ML

Monte Carlo estimators

Neural networks

NLP natural language processing

Transfer learning