# [An-Introduction-to-Statistical-Learning](https://static1.squarespace.com/static/5ff2adbe3fe4fe33db902812/t/6062a083acbfe82c7195b27d/1617076404560/ISLR%2BSeventh%2BPrinting.pdf) This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning ![alt text](https://images.springer.com/sgw/books/medium/9781461471370.jpg) An-Introduction-to-Statistical-Learning is one of the most popular books among data scientists to learn the conepts and intuitions behind machine learning algorithms, however, the exercises are implemented in R language, which is a hinderence for all those who are using python language. To overcome this i have tried solving all the questions in practical exerices in Python language, so people using python language can also get the most our of this amazing book. Along with that i have also provided the solutions for conceptual questions. I had tried my best to write the correct solutions to the problem, It was a challenge, and i need to learn to do a lot of research. I do not gurantee that all the solutions are absoletely correct. I have commented the notebooks. If you find any query, do send a feedback about the same. Suggestions and corrections are welcome. this is my email - hardikkamboj1@gmail.com Happy Learning! ## An Introduction to Statistical Learning - [Chapter_2_Statistical_Learning](/Chapter_2/) - [Chapter_3_Linear_Regression](/Chapter_3/) - [Chapter_4_Classification](/Chapter_4/) - [Chapter_5_Resampling_Methods](/Chapter_5/) - [Chapter_6_Linear_Model_Selection_and_Regularization](/Chapter_6/) - [Chapter_7_Moving_Beyond_Linearity](/Chapter_7/) - [Chapter_8_Tree_Based_Methods](/Chapter_8/) - [Chapter_9_Support_Vector_Machines](/Chapter_9/) - [Chapter_10_Unsupervised_Learning](/Chapter_10/) [](https://deepnote.com/launch?template=deepnote&url=https%3A%2F%2Fgithub.com%2Fhardikkamboj%2FAn-Introduction-to-Statistical-Learning%2Fblob%2Fmaster%2FChapter_2%2FApplied%2520Questions.ipynb) REFERENCES - https://botlnec.github.io/islp/ - https://github.com/a-martyn/ISL-python - https://github.com/mscaudill/IntroStatLearn