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README.md

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# [An-Introduction-to-Statistical-Learning](http://faculty.marshall.usc.edu/gareth-james/ISL/)
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This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning
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![alt text](https://images.springer.com/sgw/books/medium/9781461471370.jpg)
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An-Introduction-to-Statistical-Learning is one of the most popular books among data scientists to learn the conepts and intuitions behind
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machine learning algorithms, however, the exercises are implemented in R language, which is a hinderence for all those who are using python
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language. To overcome this i have tried solving all the questions in practical exerices in Python language, so people using python language
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can also get the most our of this amazing book. Along with that i have also provided the solutions for conceptual questions.
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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
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absoletely correct. I have commented the notebooks.
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If you find any query, do send a feedback about the same. Suggestions and corrections are welcome.
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this is my email - hardikkamboj1@gmail.com
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Happy Learning!
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## An Introduction to Statistical Learning
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An-Introduction-to-Statistical-Learning is one of the most popular books among data scientists to learn the conepts and intuitions behind
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machine learning algorithms, however, the exercises are implemented in R language, which is a hinderence for all those who are using python
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language. To overcome this i have tried solving all the questions in practical exerices in Python language, so people using python language
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can also get the most our of this amazing book. Along with that i have also provided the solutions for conceptual questions.
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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
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absoletely correct. I have commented the notebooks.
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If you find any query, do send a feedback about the same. Suggestions and corrections are welcome.
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this is my email - hardikkamboj1@gmail.com
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Happy Learning!
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## An Introduction to Statistical Learning
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- [Chapter_2_Statistical_Learning](/Chapter_2/)
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- [Chapter_3_Linear_Regression](/Chapter_3/)
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- [Chapter_4_Classification](/Chapter_4/)
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- [Chapter_9_Support_Vector_Machines](/Chapter_9/)
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- [Chapter_10_Unsupervised_Learning](/Chapter_10/)
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[<img height="31" src="https://beta.deepnote.com/buttons/launch-in-deepnote.svg">](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)
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REFERENCES
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REFERENCES -
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[https://botlnec.github.io/islp/]
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[https://github.com/a-martyn/ISL-python]
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[https://github.com/mscaudill/IntroStatLearn]
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- https://botlnec.github.io/islp/
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- https://github.com/a-martyn/ISL-python
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- https://github.com/mscaudill/IntroStatLearn

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