Supervised deep learning

Overview

This learning path is designed to give you an overview of supervised learning, a subcategory of machine learning and artificial intelligence that's defined by its use of labeled data sets to train algorithms to classify data or predict outcomes accurately. The learning path is a continuation of the Get started with deep learning learning path.

Skill level

Beginner

Estimated time to complete

Approximately 1 hour.

Learning objectives

This learning path covers the following topics:

• Overview of convolutional neural networks
• Implementing convolutional neural networks using TensorFlow Keras
• Impementing convolutional neural networks using Pytorch
• Overview of recurrent neural networks
• Implementing a recurrent neural network using TensorFlow Keras
• Building a recurrent neural network using Pytorch