A 14-hour beginner-friendly introduction to TensorFlow

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I’ve created a 14-hour tutorial introduction to deep learning fundamentals + TensorFlow.

It covers:

  • The ins and outs of Google Colab
  • TensorFlow basics (tensor creation, tensor manipulation, tensor aggregation)
  • Deep learning fundamentals (preparing data, fitting a model, loss functions, optimization functions)
  • Regression models
  • Classification models (non-linearities, loss functions, optimizers)

It’s designed to be as hands-on as possible, apprenticeship style with as few prerequisites as possible. A watcher of the videos learns concepts whilst coding along live.

So far the videos have been viewed nearly 100,000+ times. I think they’re a great introduction to deep learning and TensorFlow.

Links:

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