Fundamentals of Deep Learning for Computer Vision

Programme Overview

Explore the fundamentals of deep learning by training neural networks and using results to improve performance and capabilities. Upon completion, you’ll be able to start solving problems on your own with deep learning.

Course Content

In this course, you’ll learn the basics of deep learning by training and deploying neural networks. You’ll learn how to:

  • Implement common deep learning workflows, such as image classification and object detection
  • Experiment with data, training parameters, network structure, and other strategies to increase performance and capability
  • Deploy your neural networks to start solving real-world problems

Key Information

Prerequisites

Familiarity with basic programming fundamentals such as functions and variables

Libraries, Tools & Framework

Caffe, DIGITS

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