Machine Learning Scikit-Learn and Tensorflow

These are the projects I did while working with the awesome book Hands-On Machine Learning with Scikit-Learn and TensorFlow by Aurélien Géron. Each notebook contains notes, external resources and the projects completed for diferrent machine learning algorithms.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
01_i)_The_Machine_Learning_Landscape.ipynb		01_i)_The_Machine_Learning_Landscape.ipynb
01_ii_The Machine Learning Landscape.ipynb		01_ii_The Machine Learning Landscape.ipynb
02_End-to-End Machine Learning Project.ipynb		02_End-to-End Machine Learning Project.ipynb
03_Classification .ipynb		03_Classification .ipynb
04_Training_Linear_Models.ipynb		04_Training_Linear_Models.ipynb
05. Support_Vector_Machines.ipynb		05. Support_Vector_Machines.ipynb
06_Decision_Trees.ipynb		06_Decision_Trees.ipynb
07_Ensemble_Learning_and_Random_Forests.ipynb		07_Ensemble_Learning_and_Random_Forests.ipynb
08_dimensionality_reduction.ipynb		08_dimensionality_reduction.ipynb
Learning Numpy.ipynb		Learning Numpy.ipynb
Learning_Matplotlib.ipynb		Learning_Matplotlib.ipynb
Linear Algebra Refresher.ipynb		Linear Algebra Refresher.ipynb
Pandas Refresher.ipynb		Pandas Refresher.ipynb
README.md		README.md

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01_i)_The_Machine_Learning_Landscape.ipynb

01_i)_The_Machine_Learning_Landscape.ipynb

01_ii_The Machine Learning Landscape.ipynb

01_ii_The Machine Learning Landscape.ipynb

02_End-to-End Machine Learning Project.ipynb

02_End-to-End Machine Learning Project.ipynb

03_Classification .ipynb

03_Classification .ipynb

04_Training_Linear_Models.ipynb

04_Training_Linear_Models.ipynb

05. Support_Vector_Machines.ipynb

05. Support_Vector_Machines.ipynb

06_Decision_Trees.ipynb

06_Decision_Trees.ipynb

07_Ensemble_Learning_and_Random_Forests.ipynb

07_Ensemble_Learning_and_Random_Forests.ipynb

08_dimensionality_reduction.ipynb

08_dimensionality_reduction.ipynb

Learning Numpy.ipynb

Learning Numpy.ipynb

Learning_Matplotlib.ipynb

Learning_Matplotlib.ipynb

Linear Algebra Refresher.ipynb

Linear Algebra Refresher.ipynb

Pandas Refresher.ipynb

Pandas Refresher.ipynb

README.md

README.md

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Machine Learning Scikit-Learn and Tensorflow

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Machine Learning Scikit-Learn and Tensorflow

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