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Artificial Intelligence Fundamentals

A beginner-friendly, university-grade introduction to AI concepts and techniques.

5 modules
25 lessons
30h estimated
2 enrolled
UGX 500 · ≈ $0.14 USD
Artificial Intelligence Fundamentals
UGX 500
≈ $0.14 USD

One-time payment · Lifetime access

5 modules
25 lessons
30h · self-paced
Beginner level
Lifetime access after enrolling
AI tutor included
2Students enrolled
25Lessons
5Modules
UGX 500≈ $0.14 USD
Course Content

Course roadmap

1

Module 1 — Introduction to AI

5 lessons · 1 quiz
0/5
What is Artificial Intelligence?
History and Evolution of AI
AI in Everyday Life
Ethics and Responsible AI
Course Overview and Resources
Checkpoint quiz: Checkpoint Quiz: Introduction to AI (10 Q · 7 min · 70% to pass) Finish lessons first

Module 2 — Foundations of Logic and Problem Solving

5 lessons · 1 quiz
0/5
Complete the previous module to unlock this one.
Basic Logic and Reasoning
Introduction to Algorithms
Flowcharts and Pseudocode
Problem Decomposition Techniques
Simple Programming Concepts
Checkpoint quiz: Checkpoint Quiz: Foundations of Logic and Problem Solving (10 Q · 7 min · 70% to pass) Finish lessons first

Module 3 — Mathematics for AI

5 lessons
0/5
Complete the previous module to unlock this one.
Linear Algebra Basics
Probability Theory Fundamentals
Descriptive Statistics
Intro to Calculus for Machine Learning
Mathematical Tools in Python

Module 4 — Core Machine Learning Concepts

5 lessons · 1 quiz
0/5
Complete the previous module to unlock this one.
Supervised vs Unsupervised Learning
Training, Validation, and Testing
Model Evaluation Metrics
Regression and Classification Basics
Hands‑On: Simple Linear Regression
Checkpoint quiz: Checkpoint Quiz: Mathematics for AI + Core Machine Learning Concepts (12 Q · 12 min · 70% to pass) Finish lessons first

Module 5 — Getting Started with AI Projects

5 lessons
0/5
Complete the previous module to unlock this one.
Setting Up the Development Environment
Data Handling with Pandas
Model Building with Scikit‑Learn
Model Deployment Basics
Project Presentation and Next Steps

Final Exam — Artificial Intelligence Fundamentals

20 questions · 20 min · 75% to pass · certificate on success
Complete every module and its checkpoint quiz to unlock the final exam.
Overview

Course overview

Module 1: Introduction to AI — 5 lessons
Module 2: Foundations of Logic and Problem Solving — 5 lessons
Module 3: Mathematics for AI — 5 lessons
Module 4: Core Machine Learning Concepts — 5 lessons
Module 5: Getting Started with AI Projects — 5 lessons

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Module 1 — Introduction to AI
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