├── .gitignore ├── Python_feb_21_2021_classes_objects_lamda_functions.ipynb ├── README.md ├── Sentiment Analysis with LLMs.ipynb ├── deep_learning ├── BackProp.ipynb ├── README.MD ├── autoencoders.ipynb ├── cnn_with_keras.ipynb ├── convolutional_neural_networks.ipynb ├── data │ ├── fashion │ │ ├── t10k-images-idx3-ubyte.gz │ │ ├── t10k-labels-idx1-ubyte.gz │ │ ├── train-images-idx3-ubyte.gz │ │ └── train-labels-idx1-ubyte.gz │ └── mnist │ │ ├── t10k-images-idx3-ubyte.gz │ │ ├── t10k-labels-idx1-ubyte.gz │ │ ├── train-images-idx3-ubyte.gz │ │ └── train-labels-idx1-ubyte.gz ├── images │ ├── ann │ │ ├── README │ │ ├── activation_functions_plot.png │ │ └── perceptron_iris_plot.png │ └── autoencoders │ │ └── linear_autoencoder_pca_plot.png ├── introduction_to_artificial_neural_networks.ipynb ├── model_ckps │ └── README.txt ├── recurrent_neural_networks.ipynb ├── reinforcement_learning.ipynb ├── rnn_keras.ipynb ├── simple.txt ├── tensorflow.ipynb ├── tensorflow_keras_regression.ipynb └── training_deep_neural_nets.ipynb ├── exp └── Optimizer_2.ipynb ├── machine_learning ├── .ipynb_checkpoints │ ├── classification-checkpoint.ipynb │ ├── end_to_end_project-checkpoint.ipynb │ ├── end_to_end_project_bootcamp-checkpoint.ipynb │ └── training_linear_models-checkpoint.ipynb ├── Bikes_solution.ipynb ├── Natural_Language_Processing.ipynb ├── README.MD ├── Unsupervised Learning.ipynb ├── classification.ipynb ├── datasets │ ├── bike_sharing │ │ ├── Readme.txt │ │ ├── day.csv │ │ └── hour.csv │ └── housing │ │ ├── README.md │ │ ├── housing.csv │ │ └── housing.tgz ├── decision_trees.ipynb ├── dimensionality_reduction-Copy.ipynb ├── dimensionality_reduction.ipynb ├── end_to_end_project.ipynb ├── end_to_end_project_bootcamp.ipynb ├── ensemble_and_randomforest.ipynb ├── images │ ├── autoencoders │ │ └── README │ ├── classification │ │ └── README │ ├── cnn │ │ ├── README │ │ └── test_image.png │ ├── decision_trees │ │ ├── README │ │ └── iris_tree.png │ ├── deep │ │ └── README │ ├── dim_reduction │ │ └── README │ ├── distributed │ │ └── README │ ├── end_to_end_project │ │ ├── README │ │ └── california.png │ ├── ensembles │ │ ├── README │ │ ├── boosting_plot.png │ │ ├── decision_tree_without_and_with_bagging_plot.png │ │ ├── early_stopping_gbrt_plot.png │ │ ├── gbrt_learning_rate_plot.png │ │ ├── gradient_boosting_plot.png │ │ ├── hard_voting.png │ │ ├── law_of_large_numbers_plot.png │ │ ├── mnist_feature_importance_plot.png │ │ ├── pasting_bagging.png │ │ └── training_diverse_classifiers.png │ ├── fundamentals │ │ └── README │ ├── rl │ │ └── README │ ├── rnn │ │ └── README │ ├── svm │ │ └── README │ ├── tensorflow │ │ └── README │ └── training_linear_models │ │ ├── README │ │ ├── gradient_descent_paths_plot.png │ │ ├── gradient_descent_plot.png │ │ └── sgd_plot.png ├── math_linear_algebra.ipynb ├── naive_bayes.ipynb ├── sklearn_text_analyser.ipynb ├── support_vector_machines.ipynb └── training_linear_models.ipynb ├── projects ├── Fashion-MNIST │ ├── 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