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Udacity

Introduction to Artificial Intelligence

via Udacity

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Overview

Build a strong foundation in artificial intelligence by exploring core concepts from both a theoretical and practical perspective. This course blends essential principles with real-world problem-solving.

Syllabus

  • Welcome to Artificial Intelligence
    • Welcome to Introduction to Artificial Intelligence!
  • Introduction to Artificial Intelligence
    • An introduction to basic AI concepts and the challenge of answering "what is AI?"
  • Solving Sudoku With AI
    • In this lesson, you'll dive right in and apply Artificial Intelligence to solve every Sudoku puzzle.
  • Setting Up Your Environment and Workspaces
    • If you do not want to use Workspaces, then follow these instructions to set up your own system using Anaconda, a popular tool to manage your environments and packages in python.
  • Build a Sudoku Solver
    • Use constraint propagation and search to build an agent that reasons like a human would to efficiently solve any Sudoku puzzle.
  • Constraint Satisfaction Problems
    • Expand from the constraint propagation technique used in the Sudoku project to the Constraint Satisfaction Problem framework that can be used to solve a wide range of general problems.

Taught by

Arpan Chakraborty, David Joyner and Thad Starner

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