YoVDO

Foundations of Machine Learning

Offered By: JuliaAcademy

Tags

Julia Courses Machine Learning Courses Neurons Courses

Course Description

Overview

Explore the fundamental concepts of machine learning, covering topics from data representation and model building to understanding neural networks and learning processes. Gain hands-on experience with Flux.jl, an elegant Julia-based machine learning library, while delving into model complexity and the core principles that drive artificial intelligence.

Syllabus

  1. Motivation
  2. Representing Data with Models
  3. Building Models
  4. Model Complexity
  5. What is Learning?
  6. What are Neurons?
  7. Flux.jl, the Elegant Julia Machine Learning Library


Taught by

Dr. Chris Rackauckas

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