Introduction
My practise with the book: An Introduction to Statistical Learning with Applications in R book
ISLR_ex repo web site link: https://kirilraytchev.github.io/ISLR_ex
Solutions
Ch1 Introduction
no exercises to solve
Ch2 Statistical Learning
Conceptual
Ex.1 | Ex.2 | Ex.3 | Ex.4 | Ex.5 | Ex.6 | Ex.7
Applied
Ch3 Linear Regression
Conceptual
Ex.1 | Ex.2 | Ex.3 | Ex.4 | Ex.5 | Ex.6 | Ex.7
Applied
Ex.8 | Ex.9 | Ex.10 | Ex.11 | Ex.12 | Ex.13 | Ex.14 | Ex.15
Ch4 Classification
Conceptual
Ex.1 | Ex.2 | Ex.3 | Ex.4 | Ex.5 | Ex.6 | Ex.7 | Ex.8 | Ex.9
Applied
Ch5 Resampling Methods
Conceptual
Applied
Ex.5 | Ex.6 | Ex.7 | Ex.8 | Ex.9
Ch6 Linear Model Selection and Regularization
Conceptual
Ex.1 | Ex.2 | Ex.3 | Ex.4 | Ex.5 | Ex.6 | Ex.7
Applied
Ch7 Moving Beyond Linearity
Conceptual
Ex.1 | Ex.2 | Ex.3 | Ex.4 | Ex.5
Applied
Conclusion
in progress ….