fast.ai Machine Learning

What you will learn from this course?

– Introduction to Random Forests
– Random Forest Deep Dive
– Performance, Validation and Model Interpretation
– Feature Importance, Tree Interpreter
– Extrapolation and RF from Scratch
– Data Products and Live Coding
– RF from Scratch and Gradient Descent
– Gradient Descent and Logistic Regression
– Regularization, Learning Rates and NLP
– More NLP and Columnar Data
– Embeddings
– Complete Rossmann, Ethical Issues

Certification : No
Time to complete : 3 months
Cost : Free
Course Level : Expert
Language : English