Intro to Artificial Intelligence

Udacity
Online

Free

Important information

  • Course
  • Online
  • When:
    Flexible
Description

This course will introduce you to the basics of AI. Topics include machine learning, probabilistic reasoning, robotics, computer vision, and natural language processing.

Important information
Venues

Where and when

Starts Location
Flexible
Online

What you'll learn on the course

Artificial Intelligence
Logic
Computer
Applications
AI
Machine

Course programme

Course Summary

Artificial Intelligence (AI) is a field that has a long history but is still constantly and actively growing and changing. In this course, you’ll learn the basics of modern AI as well as some of the representative applications of AI. Along the way, we also hope to excite you about the numerous applications and huge possibilities in the field of AI, which continues to expand human capability beyond our imagination.

Note: Parts of this course are featured in the Machine Learning Engineer Nanodegree and the Data Analyst Nanodegree programs. If you are interested in AI, be sure to check out those programs as well!

Part I: Fundamentals of AI
  • Overview of AI
  • Statistics, Uncertainty, and Bayes networks
  • Machine Learning
  • Logic and Planning
  • Markov Decision Processes and Reinforcement Learning
  • Hidden Markov Models and Filters
  • Adversarial and Advanced Planning
Part II: Applications of AI
  • Image Processing and Computer Vision
  • Robotics and robot motion planning
  • Natural Language Processing and Information Retrieval