Android Machine Learning with TensorFlow Lite and tf.Keras

L1 - Google Colab Basics

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L2 - Python Basics

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L0 - Course Overview

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You can write Python code for ML training, evaluation and visualize the process in Jupyter Notebooks. This lesson teaches you how to use Google Colab - Jupyter Notebook running on a VM in Google Cloud. With Colab, you can train your model on CPU, GPU or even TPU.

Instructor

Margaret Maynard-Reid

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Lessons in Android Machine Learning with TensorFlow Lite and tf.Keras

1. L0 - Course Overview

2. L1 - Google Colab Basics

3. L2 - Python Basics

4. L3 - Numpy Basics

5. L4 - Matplotlib Basics

6. L5 - Intro to Deep Learning

7. L6 - Intro to TensorFlow 2.0 and tf.Keras

8. L7 - E2E: Image Classifier - Data

9. L8 - E2E: Image Classifier - Training

10. L9 - E2E: Image Classifier - Model Conversion

11. L10 - E2E: Deploy the TFLite model to Android