What we will cover
Data Science
- How do machines learn?
- Training vs. Testing data
- Interpreting the results of ML – what does it really mean?
- Recommendation systems – how they work
Statistics/ Algorithms
- Decision Trees, Regression, CNN, etc.
- Understanding Neural Networks through games
- Reinforcement Learning
Basic Python
- Introduction to programming using gaming portals like Code Combat
- Simple problem-solving exercises
- Python Lists
Project
- Book Recommendation