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Commits on Mar 3, 2020

• Added progress for training using cloud MLE to taxicab lab. 🚕

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Commits on Feb 12, 2020

• Added Cloud MLE background.

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• Corrected issue in TOC.

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Commits on Feb 11, 2020

• Updated image without cursor 🖱

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• Updated TOC and formatting.

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  committed
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• Updated formatting & temporarily removed TOC.

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• Updated image with no visible cursor.

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• Added TOC.

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Commits on Feb 10, 2020

• Added datalab TensorFlow linear regression model from taxicab lab.

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Commits on Jan 30, 2020

• Added data exploring lab.

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Commits on Jan 29, 2020

• Concluded the taxi lab, cleaned up markdown errors, added metadata.

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Commits on Jan 28, 2020

• Added the data processing component of taxicab prediction lab.

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  committed
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Commits on Jun 9, 2019

• smallEdits.

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Commits on Feb 26, 2019

• Concluded autoencoders. Began Taxicab Prediction Lab.

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Commits on Feb 19, 2019

• Finished stacked autoencoder lab.

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Commits on Feb 12, 2019

• Began stacked autoencoder learning and lab.

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Commits on Feb 11, 2019

• Finished PCA lab.

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Commits on Feb 7, 2019

• Began PCA lab. Added jupyter notebook tips section for adding packages within the kernel.

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Commits on Feb 5, 2019

• Continued unsupervised learning, autoencoders, and principal components analysis.

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Commits on Jan 30, 2019

• Added K-Means Clustering with images lab.

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Commits on Jan 28, 2019

• Added k-means clustering with 2-D data points lab.

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Commits on Jan 22, 2019

• Added k-means clustering.

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Commits on Jan 15, 2019

• Added information on clustering algorithms.

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  committed
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Commits on Jan 11, 2019

• Began unsupervised learning.

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Commits on Jan 9, 2019

• Concluded sentiment analysis using RNN lab.

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Commits on Jan 8, 2019

• Concluded background on text as sequential data and began sentiment analysis lab.

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Commits on Jan 7, 2019

• TF-IDF algorithm added to sequential text data.

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• Added LSTM and began text as sequential data.

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Commits on Jan 3, 2019

• Added long short-term memory cells and truncated back propagation through time.

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Commits on Jan 2, 2019

• Adjusted formatting for clarity. Added RNN MNIST lab.

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  committed
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Commits on Dec 28, 2018

• Concluded CNN. Began RNN, recurrent neurons, memory cells.

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• Finished CNN Lab. Started estimator API lab. Corrected typos and formatting.

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Commits on Dec 26, 2018

• Added TensorFlow model execution to the Street View House Numbers lab.

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Commits on Dec 14, 2018

• Added pooling layers and architectures for CNN and the house numbers lab information.

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• Corrected typos in convolutional neural network learning.

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  committed
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