AI Fundamentals

Learn core AI concepts: problem spaces, search, knowledge, and basic ML. Perfect for beginners who want to understand the foundations of artificial intelligence.

Artificial Intelligencebeginner

AI Fundamentals

Learn core AI concepts: problem spaces, search, knowledge, and basic ML. Perfect for beginners who want to understand the foundations of artificial intelligence.

4.2(89 reviews)
156 students
Last updated 2024-01-15
Dr. Sarah Chen

Dr. Sarah Chen

AI Research Scientist

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AI Fundamentals - Preview

What you'll learn

Understand what AI is and its applications
Learn about problem spaces and search algorithms
Master machine learning fundamentals
Build your first AI project
Understand AI ethics and limitations

Course content

3 sections • 52 minutes
1
Introduction to AI

What is AI? A tour of history, definitions, and modern capabilities.

12 min
2
State Space and Search

Model problems as states and actions; BFS/DFS and informed search.

18 min
3
Machine Learning Basics

Supervised vs unsupervised learning, datasets, features, evaluation.

22 min

Requirements

  • Basic programming knowledge (Python recommended)
  • High school mathematics
  • No prior AI experience required

About this course

This course provides a solid foundation in AI concepts. Students will work through practical examples and build a simple AI project by the end of the course. All code examples are provided in Python.

Resources

Course Slides (PDF)

pdf

Python Setup Guide

link

Course Code Repository

link

$99$199
50% OFF

One-time payment • Lifetime access

Start Learning
3 hours of video content
12 downloadable resources
Certificate of completion
Lifetime access
Mobile and desktop access
30-day guarantee

Full refund if you're not satisfied

Course Info

English
52 hours total
3 lessons
Certificate of completion