Hands_On_Machine_Learning

This Repository Contains all the Code and Other ConceptNotebooks That I Have Written While Learning Machine Learning from Hands on Machine Learning Book.
Note - This Book is not Written By Me.
This Code is not Exactly Same as the Book.
Some Big Projects from This Book are not in This Repository but Their Links and Description about them are given here.
If You Have any Doubts You can ask it in Discussions Tab.

Spiral-Learning-System

I have used Spiral Learning System through this Learning.
Please Don't Google it Because I have taken it from Hindi Machine Learning Youtuber - CampusX.
There are Some Steps in Spiral Learning System.
1. Get a View of Every Topic on the Chapter.
2. Understand the Topics Deeper than last time.
3. Start Digging into More Details.
4. Repeat this Process almost 5 to 10 times when you feel that You have Understood it.
If You Want to Countribute to This Repository Read Our Contrubuting Guidelines and Code of Conduct.

git clone [email protected]:PraddyumnYadav/Hands_On_Machine_Learning.git

git clone https://github.com/PraddyumnYadav/Hands_On_Machine_Learning.git

cd Hands_On_Machine_Learning

pip install virutualenv

virtualenv venv

source ./venv/bin/activate

pip install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 406 Commits
.github/ISSUE_TEMPLATE		.github/ISSUE_TEMPLATE
.gitignore		.gitignore
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
Chapter2.md		Chapter2.md
Chapter3.md		Chapter3.md
Chapter4.ipynb		Chapter4.ipynb
Chapter5.ipynb		Chapter5.ipynb
Chapter6.ipynb		Chapter6.ipynb
Chapter7 - Ensemble Learning and Random Forests.ipynb		Chapter7 - Ensemble Learning and Random Forests.ipynb
Chapter8 - Dimensionality Reduction.ipynb		Chapter8 - Dimensionality Reduction.ipynb
README.md		README.md
book_equations.pdf		book_equations.pdf
iris_tree.png		iris_tree.png
math_differential_calculus.ipynb		math_differential_calculus.ipynb
math_linear_algebra.ipynb		math_linear_algebra.ipynb
requirements.txt		requirements.txt
tools_matplotlib.ipynb		tools_matplotlib.ipynb
tools_numpy.ipynb		tools_numpy.ipynb
tools_pandas.ipynb		tools_pandas.ipynb
tree_reg.png		tree_reg.png