Incubator Lesson Spotlight: Introduction to Deep Learning

Wed, 11 May 2022 00:00:00 +0000

The Incubator Lesson Spotlight highlights a lesson under development by our community in The Carpentries Incubator. In this edition, we look at the progress being made on the {{page.lesson_title}} lesson, and hear from the authors about how The Carpentries community can get involved with the ongoing development of this lesson.

Lesson Profile

Title: {{page.lesson_title}}
Lesson Pages: https://carpentries-incubator.github.io/deep-learning-intro
Lesson Repository: https://github.com/carpentries-incubator/deep-learning-intro

Learning Objectives

Prepare input data for use for deep learning
Design and train a Deep Neural Network
Troubleshoot the learning process
Measure the performance of the network
Visualize data and results

Target Audience

The main audience of this lesson is considered to have an academic background at any level. More importantly, we expect them to know basics of statistics and machine learning to follow through with the material.

Dafne Van Kuppevelt on The Carpentries

Incubator Lesson Spotlight: Introduction to Deep Learning

Lesson Profile

Learning Objectives

Target Audience