About
This course will teach the end-to-end process of training an image classifier with tf.Keras (a high level API of TensorFlow 2.0), convert to a TensorFlow Lite model and then deploy the model to Android. You will also learn some basics of machine learning, deep learning, Convolutional Neural Network (CNN), tf.Keras, TensorFlow Lite and how to create an application for image classification on Android.
Instructors
Lessons in this course
1. L0 - Course Overview
00:58
2. L1 - Google Colab Basics

03:24
3. L2 - Python Basics

03:34
4. L3 - Numpy Basics

Pro
04:10
5. L4 - Matplotlib Basics

Pro
03:18
6. L5 - Intro to Deep Learning

Pro
03:58
7. L6 - Intro to TensorFlow 2.0 and tf.Keras

Pro
03:15
8. L7 - E2E: Image Classifier - Data

Pro
05:20
9. L8 - E2E: Image Classifier - Training

Pro
06:40
10. L9 - E2E: Image Classifier - Model Conversion

Pro
05:58
11. L10 - E2E: Deploy the TFLite model to Android

Pro
06:20
