📚 Premium Learning Resources

Learn Mathematics, AI & Programming

Explore professional lecture notes, study guides, cheat sheets, AI tutorials, programming resources, and educational material carefully prepared for university students and lifelong learners.

Browse Notes Explore Categories

500+

Lecture Notes

50+

Courses

25K+

Downloads
Sohail Academy Notes

Find Your Study Material

Search lecture notes, cheat sheets, tutorials and study guides.

Browse by Category

Select your favorite subject and start learning.

Mathematics

120 Notes

Python

90 Notes

Artificial Intelligence

75 Notes

Machine Learning

60 Notes

Data Science

45 Notes

Programming

80 Notes

Statistics

55 Notes

More Courses

Coming Soon

Latest Notes

Recently uploaded lecture notes, cheat sheets and study guides.

Course Category Level Format Updated Action
Python Basics for AI Python Beginner PDF July 2026 Download
Calculus for Machine Learning Mathematics Intermediate PDF July 2026 Download
Linear Algebra Essentials Mathematics Beginner PDF June 2026 Download
Supervised Machine Learning Machine Learning Intermediate PDF June 2026 Download
Data Visualization with Python Data Science Intermediate PDF May 2026 Download
View All Notes

Learning Paths

Follow a structured roadmap from beginner to advanced and build real-world skills step by step.

Python AI
Beginner

Python for AI

Learn Python from scratch with projects designed specifically for Artificial Intelligence and Data Science.

📘 35 Lessons ⏱ 20 Hours
Start Learning
Mathematics
Intermediate

Mathematics for AI

Master Linear Algebra, Calculus, Probability and Statistics required for Machine Learning.

📗 50 Lessons ⏱ 35 Hours
Explore
Machine Learning
Advanced

Machine Learning

Build Regression, Classification, Neural Networks and AI Projects from beginner to expert.

📙 60 Lessons ⏱ 45 Hours
Start Course

Learning Roadmaps

Follow structured learning paths designed to take you from beginner to advanced level.

Python for AI

Learn Python from basics to Artificial Intelligence.

  • ✔ Python Basics
  • ✔ Functions
  • ✔ OOP
  • ✔ NumPy
  • ✔ Pandas
  • ✔ Machine Learning
Start Learning

Mathematics for AI

Master the mathematics required for Data Science and AI.

  • ✔ Algebra
  • ✔ Calculus
  • ✔ Linear Algebra
  • ✔ Probability
  • ✔ Statistics
  • ✔ Optimization
Explore

AI Engineer

Complete roadmap from beginner to AI Engineer.

  • ✔ Python
  • ✔ Machine Learning
  • ✔ Deep Learning
  • ✔ NLP
  • ✔ LLMs
  • ✔ AI Projects
View Roadmap

Complete Learning Playlists

Follow structured video lectures, notes, coding exercises, and projects to master each subject.

Beginner

Python for AI

Complete Python programming from zero to AI.

65 Lessons 30 Hours
View Playlist
Intermediate

Mathematics for AI

Linear Algebra, Calculus and Statistics.

42 Lessons 22 Hours
View Playlist
Advanced

Machine Learning

Regression, Classification and Deep Learning.

70 Lessons 40 Hours
View Playlist
Expert

Data Science

Pandas, NumPy, Visualization and Projects.

55 Lessons 28 Hours
View Playlist