1. Andrew Karpathy's Recipe for Training Neural Networks

    Inspect and understand the data Setup and verify each component of full end-to-end training with a simple model to verify data, model, training flow is working as expected Use metric from previous end-to-end training as baseline Overfit with a large model Refine model, regularize, etc Squeeze last few bits of …

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  2. Steps to Parse Message Intents with NLP in iOS

    1. Tokenize text corpus
    2. Export tokenize words-to-index mapping
    3. Create/gather training data
    4. Create model (ex. Embedding, bidirectional LSTM, flatten, dense)
    5. Train
    6. Convert to CoreML
    7. Import to iOS app project
    8. Write swift tokenize and zero padding utils
    9. Predict in iOS!

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