Custom training: basics
In the previous tutorial we covered the TensorFlow APIs for automatic differentiation, a basic building block for machine learning. In this tutorial we will use the...
2018-11-06
Tagged: recognition
Automatic differentiation and gradient tape
In the previous tutorial we introduced Tensors and operations on them. In this tutorial we will cover automatic differentiation, a key technique for optimizing machine learning...
2018-10-29
Lesson 3: Predict house prices with regression
In a regression problem, we aim to predict the output of a continuous value, like a price or a probability. Contrast this with a classification problem,...
2018-10-17
Lesson 2: Text classification with Keras
After learning about basic classification at lesson 1: Basic classification. Today, we learn about text classification with Keras. This notebook classifies movie reviews as positive or...
2018-10-16
Convert Image to MNIST Binary for Training
The first time you learn to train Neural Network, you try to train a Model for Image recognition using MNIST format. And later, you want to...
2018-10-15