Links

Kaggle xgboost

Decision Tree

Decision Tree Split Techniques

Random Forest Bagging

ARMA Time Series Model

Cool Data Science Projects

Gradiant Boosting Regression Video

Gradiant Boositng Wiki

Gradiant Boosting Full Explination

Projects

• Install
• Learn the terminal
• Import libraries
• Lists and vectors
• Regex
• Tree class (guess the number)
• Die class (d6+d6=d12)
• Greedy algorithm
• Cleaning a data set: compute mean, variance, numpy.where
• Dictionary
• Hash table / decoder
• Beautiful Soup
• File I/O
• Recursion algorithm: Factorial, GCD, LCD, Fibonacci
• Linear Regression
• Search Algorithms: linear, binary, bubble sort, sort