Intro to Artificial Intelligence

Udacity
Online

Kostenlos

Wichtige informationen

  • Kurs
  • Online
  • Wann:
    Freie Auswahl
Beschreibung

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

Wichtige informationen
Veranstaltungsort(e)

Wo und wann

Beginn Lage
Freie Auswahl
Online

Was lernen Sie in diesem Kurs?

Artificial Intelligence
Logic
Computer
Applications
AI
Machine

Themenkreis

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