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Android Machine Learning with TensorFlow Lite and tf.Keras

L1 - Google Colab Basics

 
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L2 - Python Basics
03:34
Margaret Maynard-Reid
GDE

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L0 - Course Overview
00:58
Margaret Maynard-Reid
GDE

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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.

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Margaret Maynard-Reid
GDE
Margaret Maynard-Reid

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

1. L0 - Course Overview
00:58
Margaret Maynard-Reid
GDE
2. L1 - Google Colab Basics
03:24
Margaret Maynard-Reid
GDE
3. L2 - Python Basics
03:34
Margaret Maynard-Reid
GDE
4. L3 - Numpy Basics
Pro
04:10
Margaret Maynard-Reid
GDE
5. L4 - Matplotlib Basics
Pro
03:18
Margaret Maynard-Reid
GDE
6. L5 - Intro to Deep Learning
Pro
03:58
Margaret Maynard-Reid
GDE
7. L6 - Intro to TensorFlow 2.0 and tf.Keras
Pro
03:15
Margaret Maynard-Reid
GDE
8. L7 - E2E: Image Classifier - Data
Pro
05:20
Margaret Maynard-Reid
GDE
9. L8 - E2E: Image Classifier - Training
Pro
06:40
Margaret Maynard-Reid
GDE
10. L9 - E2E: Image Classifier - Model Conversion
Pro
05:58
Margaret Maynard-Reid
GDE
11. L10 - E2E: Deploy the TFLite model to Android
Pro
06:20
Margaret Maynard-Reid
GDE