PMAI LAB • ACADEMIC COURSES

Courses & Learning Materials

Explore structured academic courses across Mathematics, Programming, Computer Science, Artificial Intelligence and Data Science — supported by notes, assignments, quizzes, projects and practical learning resources.

01MathematicsFoundations
02ProgrammingComputation
03Data & algorithmsStructure
04Artificial intelligenceIntelligent systems

Explore Your Academic Area

Select an academic area to quickly navigate to relevant courses and learning materials.

Mathematics

Mathematical foundations for computing, data science, artificial intelligence and scientific problem solving.

Mathematics
Calculus course
MATH • 01

Calculus

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon..

Undergraduate Mathematics
Course Materials →
LA
MATH • 02

Linear Algebra

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Undergraduate Mathematics
Course Materials →
DM
MATH • 03

Discrete Mathematics

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Undergraduate Mathematics
Course Materials →

Computer Science

Programming and computational foundations for software development and intelligent systems.

Computer Science
DS
CS • 02

Linear Agebra For ML

Arrays, linked lists, stacks, queues, trees, graphs, searching, sorting and algorithmic problem solving.

Undergraduate Computer Science
Course Materials →
DB
CS • 03

Database Systems

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Undergraduate Computer Science
Course Materials →

Artificial Intelligence

Intelligent systems, machine learning and modern AI concepts from foundations to practical applications.

Artificial Intelligence
AI
AI • 01

Introduction to Artificial Intelligence

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Undergraduate Artificial Intelligence
Course Materials →
ML
AI • 02

Machine Learning

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Intermediate Machine Learning
Course Materials →
DL
AI • 03

Deep Learning

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Advanced Deep Learning
Course Materials →

Data Science

Learn how to transform data into insights using statistics, visualization, analytics and machine learning.

Data Science
DA
DS • 01

Data Analytics

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Beginner → Intermediate Data Science
Course Materials →
DV
DS • 02

Data Visualization

Lectures Coming Soon We are currently uploading lectures. New learning materials will be available soon.

Intermediate Data Science
Course Materials →

Everything You Need to Learn

PMAI Lab courses are designed to connect theoretical foundations with practical learning and project-based experience.

📘

Course Outlines

Structured course outlines, topics, semester information and learning objectives.

📄

Lecture Notes

Faculty-provided lecture notes and organized academic learning materials.

📝

Assignments

Practice assignments designed to strengthen concepts and problem-solving skills.

Quizzes

Revision quizzes and assessment resources for effective exam preparation.

📚

Past Papers

Previous examination papers and practice resources where available.

🔗

Additional Resources

Recommended references, external resources, tutorials and supplementary materials.

Share Your Course Materials

Faculty members can contribute approved course outlines, lecture notes, assignments, quizzes, projects and other academic resources to the PMAI Lab learning platform.

Contact PMAI Lab

Explore PMAI Lab

Discover our faculty, academic resources, projects and upcoming seminars.