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Session 7 - TensorFlow.js Color Classifier - Intelligence and Learning

12 lectures, 2 hr 33 min in all

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Start lecture 1
  1. 1
    7.1: TensorFlow.js Color Classifier: Crowdsourcing Data

    10 min

  2. 2
    7.2: TensorFlow.js Color Classifier: Saving Data to Firebase

    12 min

  3. 3
    7.3: TensorFlow.js Color Classifier: Cleaning Data Part 1

    17 min

  4. 4
    7.4: TensorFlow.js Color Classifier: Cleaning Data Part 2

    20 min

  5. 5
    7.5: TensorFlow.js Color Classifier: Cleaning Data Part 3

    5 min

  6. 6
    7.6: TensorFlow.js Color Classifier: Training Data Tensors (inputs)

    10 min

  7. 7
    7.7: TensorFlow.js Color Classifier: Training Data Tensors (one hot encoding)

    12 min

  8. 8
    7.8: TensorFlow.js Color Classifier: Building the Model

    11 min

  9. 9
    7.9: TensorFlow.js Color Classifier: Softmax and Cross Entropy

    11 min

  10. 10
    7.10: TensorFlow.js Color Classifier: Training the Model

    14 min

  11. 11
    7.11: TensorFlow.js Color Classifier: Animating Loss

    13 min

  12. 12
    7.12: TensorFlow.js Color Classifier: Prediction

    18 min