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Artificial Intelligence (AI) 2025 Guide: Machine Learning

AI resources in the library and links to U.S. government and international AI documents and organizations..

Introduction

Machine learning is a branch of AI that focuses on the using data and algorithms to enable AI to imitate the way that humans learn, gradually improving its accuracy. 

Hoopla

LinkedIn Learning

LinkedIn Learning offers a large assortment of videos and course on machine learning. Below are some examples:

  • Artificial Intelligence Foundations: Machine Learning
  • Machine Learning with Python
  • Applied Machine Learning: Algorithms
  • Machine Learning Foundations: Statistics
  • Transitioning to Machine Learning Engineering

Treehouse

Explore an ever-growing array of courses on artificial intelligence in Treehouse. Here are some to get you started:

  • Introducing Large Language Models
  • Neural Networks in a Nutshell
  • Machine Learning Basics
  • Python Libraries for AI

Udemy

Udemy has many course on machine learning. Below is a sample of available titles:

  • Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2025]
  • Machine Learning for Absolute Beginners
  • The Complete A.I. & Machine Learning, Data Science Bootcamp
  • Mathematical Foundations of Machine Learning
  • Machine Learning Essentials -- Master Core ML Concepts