Best free machine learning courses (2026)
We rank free machine learning courses by completeness, teaching quality, how current they are, and how well the language suits Pakistani learners. Every course is an official upload by its teacher or institution and costs nothing to watch.
Last updated Oct 2026.
#1
Machine Learning in Urdu: LUMS Fall 2021 (Agha Ali Raza)
Agha Ali Raza - Youtube Channel · Urdu · 43.5 h · Intermediate
Verdict: A full LUMS machine learning course taught in Urdu: rare and rigorous.
#2
Machine Learning Specialization, Course 1 (Andrew Ng, DeepLearning.AI)
DeepLearningAI · English · 5.2 h · Beginner
Verdict: Andrew Ng's famous course: the best-known first step into machine learning.
#3
100 Days of Machine Learning in Hindi (CampusX)
CampusX · Hindi · 62.8 h · Beginner
Verdict: The most complete hands-on machine learning series in Hindi/Urdu audio.
#4
Neural Networks: Zero to Hero (Andrej Karpathy)
Andrej Karpathy · English · 18.6 h · Advanced
Verdict: Build neural networks and a small GPT from scratch, line by line.
Comparison
| Course | Teacher | Course audio | Hours | Level |
|---|---|---|---|---|
| Machine Learning in Urdu: LUMS Fall 2021 (Agha Ali Raza) | Agha Ali Raza - Youtube Channel | Urdu | 43.5 | Intermediate |
| Machine Learning Specialization, Course 1 (Andrew Ng, DeepLearning.AI) | DeepLearningAI | English | 5.2 | Beginner |
| 100 Days of Machine Learning in Hindi (CampusX) | CampusX | Hindi | 62.8 | Beginner |
| Neural Networks: Zero to Hero (Andrej Karpathy) | Andrej Karpathy | English | 18.6 | Advanced |
How we choose: our course quality bar · All machine learning courses
Questions
- Do I need strong maths for machine learning?
- To use the common tools, FSc-level maths is enough: averages, graphs and a little algebra. To build new models you will need linear algebra, calculus and probability, which our mathematics topic covers.
- Is machine learning the same as AI tools like ChatGPT?
- No. Machine learning is how such tools are built. To use ChatGPT and similar tools well at work, see the AI tools topic instead.