How To Learn Machine Learning

If you are taking a more mathematics based approach, I would recommend these resources:

• 3Blue1Brown Neural Network Series
• Andrew Ng Machine Learning Course (My Top Choice)
• Brilliant.org Machine Learning Course
• MIT Intro to Deep Learning

If you want a more project based approach, check out these resources:

• fast.ai
• DeepLearning.ai Specialization
• Practical Machine Learning with Scikit-Learn
• Siraj Raval's Watch Me Build Series
• Google's Keras Tutorials

Once you feel like you have gotten the basics of machine learning down, try creating some of these projects:

1. Stock price predictor
2. Handwritten digit classifier
3. AI medical diagnoser
4. Housing price predictor
5. Predict someone's age
6. Content recommendation system
7. College admissions predictor
8. Object classifier using YOLO
9. Video game bot using OpenAI Gym and Reinforcement Learning
10. Advanced Sentiment Analysis with Natural Language Processing
11. Or better yet create a machine learning course of your own!