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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