GitHub - Mathhead/Lessons-in-Machine-Learning: This repository is a collection of lessons in machine learning.

Name		Name	Last commit message	Last commit date
Latest commit History 164 Commits
lesson_0001_iris_classification_linear_classifier.ipynb		lesson_0001_iris_classification_linear_classifier.ipynb
lesson_0002_iris_classification_support_vector_machines.ipynb		lesson_0002_iris_classification_support_vector_machines.ipynb
lesson_0003_iris_classification_decision_trees.ipynb		lesson_0003_iris_classification_decision_trees.ipynb
lesson_0004_iris_classification_random_forest.ipynb		lesson_0004_iris_classification_random_forest.ipynb
lesson_0005_iris_classification_k_nearest_neighbor.ipynb		lesson_0005_iris_classification_k_nearest_neighbor.ipynb
lesson_0006_breast_cancer_classification_linear_classifier.ipynb		lesson_0006_breast_cancer_classification_linear_classifier.ipynb
lesson_0007_breast_cancer_classification_support_vector_machine.ipynb		lesson_0007_breast_cancer_classification_support_vector_machine.ipynb
lesson_0008_breast_cancer_classification_decision_tree_and_random_forest.ipynb		lesson_0008_breast_cancer_classification_decision_tree_and_random_forest.ipynb
lesson_0009_breast_cancer_classification_k_nearest_neighbor.ipynb		lesson_0009_breast_cancer_classification_k_nearest_neighbor.ipynb
lesson_0010_mnist_classification_linear_classifier.ipynb		lesson_0010_mnist_classification_linear_classifier.ipynb
lesson_0011_mnist_classification_support_vector_machine_boosting.ipynb		lesson_0011_mnist_classification_support_vector_machine_boosting.ipynb
lesson_0012_mnist_classification_decision_tree_and_random_forest.ipynb		lesson_0012_mnist_classification_decision_tree_and_random_forest.ipynb
lesson_0013_mnist_classification_k_nearest_neighbors.ipynb		lesson_0013_mnist_classification_k_nearest_neighbors.ipynb
lesson_0014_mnist_classification_neural_network.ipynb		lesson_0014_mnist_classification_neural_network.ipynb
lesson_0015_mnist_classification_deep_neural_network.ipynb		lesson_0015_mnist_classification_deep_neural_network.ipynb
lesson_0016_mnist_classification_deep_neural_network_2.ipynb		lesson_0016_mnist_classification_deep_neural_network_2.ipynb
lesson_0017_mnist_classification_deep_neural_network_3.ipynb		lesson_0017_mnist_classification_deep_neural_network_3.ipynb
lesson_0018_mnist_classification_convolutional_neural_network.ipynb		lesson_0018_mnist_classification_convolutional_neural_network.ipynb
lesson_0019_mnist_classification_convolutional_neural_network_2.ipynb		lesson_0019_mnist_classification_convolutional_neural_network_2.ipynb
lesson_0020_mnist_classification_convolutional_neural_network_3.ipynb		lesson_0020_mnist_classification_convolutional_neural_network_3.ipynb
lesson_0021_mnist_classification_convolutional_neural_network_4.ipynb		lesson_0021_mnist_classification_convolutional_neural_network_4.ipynb
lesson_0022_mnist_classification_convolutional_neural_network_5.ipynb		lesson_0022_mnist_classification_convolutional_neural_network_5.ipynb
lesson_0023_mnist_classification_convolutional_neural_network_6.ipynb		lesson_0023_mnist_classification_convolutional_neural_network_6.ipynb
lesson_0024_mnist_classification_convolutional_neural_network_7.ipynb		lesson_0024_mnist_classification_convolutional_neural_network_7.ipynb
lesson_0025_mnist_classification_convolutional_neural_network_transfer_learning.ipynb		lesson_0025_mnist_classification_convolutional_neural_network_transfer_learning.ipynb
lesson_0026_apple_time_series_prediction_recurrent_neural_network.ipynb		lesson_0026_apple_time_series_prediction_recurrent_neural_network.ipynb
lesson_0027_apple_time_series_prediction_recurrent_neural_network_2.ipynb		lesson_0027_apple_time_series_prediction_recurrent_neural_network_2.ipynb
lesson_0028_apple_time_series_prediction_recurrent_neural_network_3.ipynb		lesson_0028_apple_time_series_prediction_recurrent_neural_network_3.ipynb
lesson_0029_deutsche_lufthansa_time_series_prediction_recurrent_neural_network.ipynb		lesson_0029_deutsche_lufthansa_time_series_prediction_recurrent_neural_network.ipynb
lesson_0030_bosch_feature_engineering_image_preprocessing.ipynb		lesson_0030_bosch_feature_engineering_image_preprocessing.ipynb
lesson_0031_introduction_to_natural_language_processing.ipynb		lesson_0031_introduction_to_natural_language_processing.ipynb
lesson_0032_mnist_classification_neural_network_keras.ipynb		lesson_0032_mnist_classification_neural_network_keras.ipynb
lesson_0033_reuters_classification_neural_network.ipynb		lesson_0033_reuters_classification_neural_network.ipynb
lesson_0034_reuters_classification_neural_network_2.ipynb		lesson_0034_reuters_classification_neural_network_2.ipynb
lesson_0035_mnist_classification_inception_module.ipynb		lesson_0035_mnist_classification_inception_module.ipynb
lesson_0036_the_bible_text_generation.ipynb		lesson_0036_the_bible_text_generation.ipynb
lesson_0037_yours_truly_deep_dream.ipynb		lesson_0037_yours_truly_deep_dream.ipynb
lesson_0038_botticelli_kandinsky_image_style_transfer.ipynb		lesson_0038_botticelli_kandinsky_image_style_transfer.ipynb
lesson_0039_the_bible_word_cloud.ipynb		lesson_0039_the_bible_word_cloud.ipynb
lesson_0040_the_bible_word_cloud_2.ipynb		lesson_0040_the_bible_word_cloud_2.ipynb
lesson_0041_mnist_autoencoder.ipynb		lesson_0041_mnist_autoencoder.ipynb
lesson_0042_art_generation.ipynb		lesson_0042_art_generation.ipynb
lesson_0043_art_generation_2.ipynb		lesson_0043_art_generation_2.ipynb
lesson_0044_mnist_variational_autoencoder.ipynb		lesson_0044_mnist_variational_autoencoder.ipynb
lesson_0045_art_generation_variational_autoencoder.ipynb		lesson_0045_art_generation_variational_autoencoder.ipynb
lesson_0046_mnist_generative_adversarial_networks.ipynb		lesson_0046_mnist_generative_adversarial_networks.ipynb
lesson_0047_art_generation_generative_adversarial_network.ipynb		lesson_0047_art_generation_generative_adversarial_network.ipynb

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