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data
data
 
 
images
images
 
 
nlp_templates
nlp_templates
 
 
unreleased
unreleased
 
 
videos
videos
 
 
Basic_Data_Engineering.ipynb
Basic_Data_Engineering.ipynb
 
 
Basic_NLP_Tutorial.ipynb
Basic_NLP_Tutorial.ipynb
 
 
Basic_Reinforcement_Learning_Lunar_Lander.ipynb
Basic_Reinforcement_Learning_Lunar_Lander.ipynb
 
 
Basic_Supervised_Machine_Learning.ipynb
Basic_Supervised_Machine_Learning.ipynb
 
 
Basic_Temporal_Supervised_Machine_Learning_MLP.ipynb
Basic_Temporal_Supervised_Machine_Learning_MLP.ipynb
 
 
Basic_Unsupervised_Learning_Example.ipynb
Basic_Unsupervised_Learning_Example.ipynb
 
 
Classifier_Comparison.ipynb
Classifier_Comparison.ipynb
 
 
Cross_Validation_Simple.ipynb
Cross_Validation_Simple.ipynb
 
 
Denoising_Autoencoder.ipynb
Denoising_Autoencoder.ipynb
 
 
Fashion_MNIST_Competition.ipynb
Fashion_MNIST_Competition.ipynb
 
 
Image_Segmentation_Contest.ipynb
Image_Segmentation_Contest.ipynb
 
 
Keras walkthrough with Fashion MNIST.ipynb
Keras walkthrough with Fashion MNIST.ipynb
 
 
Keras_VAE_CNN_fashion_mnist.ipynb
Keras_VAE_CNN_fashion_mnist.ipynb
 
 
LSTM_sequencing_data_multiclass.ipynb
LSTM_sequencing_data_multiclass.ipynb
 
 
NLP_word2vec_demonstration.ipynb
NLP_word2vec_demonstration.ipynb
 
 
Neural_Nets_the_Old_Fashioned_Way.ipynb
Neural_Nets_the_Old_Fashioned_Way.ipynb
 
 
README.md
README.md
 
 
Siamese_Network_Dog_vs_Cat_breeds.ipynb
Siamese_Network_Dog_vs_Cat_breeds.ipynb
 
 
Topic_Modeling.ipynb
Topic_Modeling.ipynb
 
 
Using_OpenCV_to_Classify_Images.ipynb
Using_OpenCV_to_Classify_Images.ipynb
 
 
image_similarity_with_siamese_networks.ipynb
image_similarity_with_siamese_networks.ipynb
 
 
pytools.py
pytools.py
 
 

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Machine Learning Training Notebooks

These are example Jupyter notebooks hosted in Google CoLaboratory. They are all public. Their purpose is to provide simple examples to teach the systems mindsets around machine learning solutions without going overboard on the fun, technical parts.

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  • Jupyter Notebook 99.9%
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