Courses/AI & Data

AI & Machine Learning Foundations

Understand the magic behind the hype. How machines learn and think.

What you'll learn

  • Core Concepts
  • Real-world application
  • Best Practices
  • Industry Standards

Syllabus

Module 1: AI Concepts

1.1
What is AI
Start
1.2
History
Start
1.3
Types
Start

Module 2: Machine Learning

2.1
ML Basics
Start
2.2
Supervised
Start
2.3
Unsupervised
Start

Module 3: Model Mechanics

3.1
Training
Start
3.2
Overfitting
Start
3.3
Evaluation
Start

Module 4: Ethics

4.1
Bias
Start
4.2
Safety
Start
Test
Final Certification Exam
Unlock Certificate

Course Info

Duration
12 Hours
Level
Advanced
Lessons
11 items