Train and evaluate deep learning models

Module
7 Units

Advanced

Data Scientist

Azure

Deep learning is an advanced form of machine learning that emulates the way the human brain learns through networks of connected neurons.

Learning objectives

In this module, you will learn:

Basic principles of deep learning
How a deep neural network (DNN) works
How a convolutional neural network (CNN) works and when to use one
How transfer learning works and when to use it

Prerequisites

Basic mathematical concepts
Understanding of classical machine learning techniques.
Programming with Python

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Introduction min
Deep neural network concepts min
Convolutional neural networks min
Transfer learning min
Exercise - Train a deep neural network min
Module assessment min
Summary min