This project aims at teaching you the fundamentals of Machine Learning in python. It contains the example code and solutions to the exercises in Hands-on Machine Learning with Scikit-Learn and TensorFlow

handson-ml-master
handson-ml-master\.gitignore
handson-ml-master\01_the_machine_learning_landscape.ipynb
handson-ml-master\02_end_to_end_machine_learning_project.ipynb
handson-ml-master\03_classification.ipynb
handson-ml-master\04_training_linear_models.ipynb
handson-ml-master\05_support_vector_machines.ipynb
handson-ml-master\06_decision_trees.ipynb
handson-ml-master\07_ensemble_learning_and_random_forests.ipynb
handson-ml-master\08_dimensionality_reduction.ipynb
handson-ml-master\09_up_and_running_with_tensorflow.ipynb
handson-ml-master\10_introduction_to_artificial_neural_networks.ipynb
handson-ml-master\11_deep_learning.ipynb
handson-ml-master\12_distributed_tensorflow.ipynb
handson-ml-master\13_convolutional_neural_networks.ipynb
handson-ml-master\14_recurrent_neural_networks.ipynb
handson-ml-master\15_autoencoders.ipynb
handson-ml-master\16_reinforcement_learning.ipynb
handson-ml-master\LICENSE
handson-ml-master\README.md
handson-ml-master\datasets
handson-ml-master\datasets\housing
handson-ml-master\datasets\housing\README.md
handson-ml-master\datasets\housing\housing.csv
handson-ml-master\datasets\housing\housing.tgz
handson-ml-master\datasets\inception
handson-ml-master\datasets\inception\imagenet_class_names.txt
handson-ml-master\datasets\lifesat
handson-ml-master\datasets\lifesat\README.md
handson-ml-master\datasets\lifesat\gdp_per_capita.csv
handson-ml-master\datasets\lifesat\oecd_bli_2015.csv
handson-ml-master\images
handson-ml-master\images\ann
handson-ml-master\images\ann\README
handson-ml-master\images\autoencoders
handson-ml-master\images\autoencoders\README
handson-ml-master\images\classification
handson-ml-master\images\classification\README
handson-ml-master\images\cnn
handson-ml-master\images\cnn\README
handson-ml-master\images\cnn\test_image.png
handson-ml-master\images\decision_trees
handson-ml-master\images\decision_trees\README
handson-ml-master\images\deep
handson-ml-master\images\deep\README
handson-ml-master\images\dim_reduction
handson-ml-master\images\dim_reduction\README
handson-ml-master\images\distributed
handson-ml-master\images\distributed\README
handson-ml-master\images\end_to_end_project
handson-ml-master\images\end_to_end_project\README
handson-ml-master\images\end_to_end_project\california.png
handson-ml-master\images\ensembles
handson-ml-master\images\ensembles\README
handson-ml-master\images\fundamentals
handson-ml-master\images\fundamentals\README
handson-ml-master\images\rl
handson-ml-master\images\rl\README
handson-ml-master\images\rnn
handson-ml-master\images\rnn\README
handson-ml-master\images\svm
handson-ml-master\images\svm\README
handson-ml-master\images\tensorflow
handson-ml-master\images\tensorflow\README
handson-ml-master\images\training_linear_models
handson-ml-master\images\training_linear_models\README
handson-ml-master\index.ipynb
handson-ml-master\math_linear_algebra.ipynb
handson-ml-master\requirements.txt
handson-ml-master\tools_matplotlib.ipynb
handson-ml-master\tools_numpy.ipynb
handson-ml-master\tools_pandas.ipynb

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