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A really great introduction to Machien Learning using Jupyter Notebook, TensorFlow and Keras.
The graphics are a bit simple, but what a great introduction to this topic. What I really like is the first part, where he introduces neural network concepts. The Jupyter part is solid, but perhaps less interesting. Of course if you are using PyCharm for ML, then I recommend that you watch Get started with TensorFlow's High-Level APIs. Its second part is about developing with TensorFlow and PyCharm.
0:00 About the old version of this talk
0:43 I start the video here.
1:10 How Neural Networks Concepts
5:45 Build a TensorFlow app in Jupyter
12:45 Training Parameters
14:40 Training the Model.
17:10 Saving and Loading Models
19:00 Conclusion and The Future