Designing for Neural Networks and AI Interfaces

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Free Online Course: Designing for Neural Networks and AI Interfaces provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Designing for Neural Networks and AI Interfaces is taught by Emmanuel Henri.

Overview
  • Learn how to design user experiences that use artificial intelligence and neural networks to display customized, curated results.

Syllabus
  • Introduction

    • Explore AI, machine learning, and deep learning
    • Course prerequisites
    1. Introduction
    • What is AI and its practice?
    • Machine learning explained
    • Deep learning explained
    • Why design AI?
    2. Design Process
    • Overview of design process
    • Start with the problem
    • Input overview
    • Neurons and synapses overview
    • Forward or backward propagation overview
    3. Designing a Neural Network Applied
    • Challenge step 1: Problem and labels
    • Challenge step 2: Features and type
    • Overview of the solution
    4. Conclusion
    • Next steps