Designing for Neural Networks and AI Interfaces

Designing for Neural Networks and AI Interfaces

Designing for Neural Networks and AI Interfaces is an Intermediate level course on Web, compiled by the creator, Emmanuel Henri. This course is an essential pillar for a person who needs to sharpen his/her Web talent. It provides you a thorough grip on Interaction Design, Web, User Experience, Sketch, Interaction Design, Web, User Experience and Sketch.

Free Download - Designing for Neural Networks and AI Interfaces
Author Emmanuel Henri
Publish Date 9/14/2018
Skill Intermediate
Duration 24m 11s
Topic Interaction Design
Video Tutorials 17
Last Update N/A

Learn how generate dynamically customized user experiences by leveraging artificial intelligence (AI) and neural networks. Instructor Emmanuel Henri starts the course by explaining AI, machine learning, and deep learning. Next, he shares how neural networks can enhance a user experience. He discusses the design process—identifying a problem and exploring the inputs and data sets that could be leveraged to address the problem. Then, he covers how to work with neurons, features, and models. Additionally, he shows the steps involved in designing a custom neural network.

Topics include:

  • Improving UX using AI and ML
  • Designing an interface
  • Solving problems through design
  • Defining inputs
  • Working with neurons and synapses
  • Designing a custom neural network

Designing for Neural Networks and AI Interfaces : Video Lessons

  • Explore AI, machine learning, and deep learning1m 2s
  • Course prerequisites18s
  • What is AI and its practice?1m 57s
  • Machine learning explained2m 34s
  • Deep learning explained2m 7s
  • Why design AI?1m 28s
  • Overview of design process1m 18s
  • Start with the problem1m 58s
  • Input overview1m 49s
  • Neurons and synapses overview2m 16s
  • Forward or backward propagation overview1m 53s
  • Challenge step 1: Problem and labels1m 11s
  • Challenge step 2: Features and type1m 28s
  • Overview of the solution1m 49s
  • Next steps1m 3s

Recommended video tutorials from YouTube.

  • How to Design a Convolutional Neural Network | Lecture 8
  • Check out the follow-up video: How to Design a Neural Network | 2020 Edition https://youtu.be/g2vlqhefADk Designing a good model usually involves a lot of ...

  • DateTime : 2018-02-20 18:38:22
  • Source : Leo Isikdogan
  • How to Design a Neural Network | 2020 Edition
  • In this video, I covered some of the useful neural network design techniques that came out or popularized between 2018 and 2020. At the end of the video, ...

  • DateTime : 2020-01-06 02:40:38
  • Source : Leo Isikdogan
  • Neural Network Architectures
  • This lecture describes the wide variety of neural network architectures available to solve various problems. Book website: http://databookuw.com/ Steve ...

  • DateTime : 2019-06-06 05:12:13
  • Source : Steve Brunton
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