Best YouTube Channel to Learn Maths for AI and Machine Learning
Best YouTube Channel to Learn Maths for AI and Machine Learning
(1) Campux Nitish Singh
When it comes to learning the mathematics behind AI and machine learning, I honestly believe Nitish Singh from CampusX is a hidden gem. His channel is nothing less than a gold mine for anyone who wants to truly understand the math and statistics that power modern AI. While many tutorials out there just teach how to run code or use libraries, Nitish Singh goes much deeper — he explains the core mathematical concepts behind every algorithm in a way that feels clear and approachable.
From basic statistics and probability to advanced topics like linear algebra, calculus, and optimization, his content builds the foundation that every aspiring AI or ML engineer needs. What I really appreciate is that he doesn’t just stop at the theory. He connects the math directly to machine learning algorithms, deep learning models, and even the latest generative AI concepts. This makes the learning process both practical and insightful.
If you’ve ever struggled with the formulas behind gradient descent, neural networks, or probabilistic models, CampusX videos simplify them without losing depth. The way Nitish Singh teaches, you feel like you are finally able to “see through” the math that drives artificial intelligence. For me, this channel is not just another YouTube tutorial series — it’s a complete guide to mastering the mathematics required for data science, AI, and ML.
In short, if your goal is to truly understand AI beyond just coding, then Nitish Singh’s CampusX channel is an absolute must-watch.
(2) Scaler School of Technology
I might sound a little biased here, but when it comes to learning mathematics for machine learning, I genuinely recommend checking out Scaler School of Academy. They have an incredible 13-hour long comprehensive video dedicated purely to the math behind machine learning, and it’s one of the most detailed resources I’ve come across. What makes this course stand out is not just the length, but the quality and depth of the explanations.
The educator behind this course has actually worked in some of the biggest tech companies, so the way he explains concepts is grounded in both theory and real-world applications. You don’t just learn formulas — you learn how and why they matter in AI and ML projects. From linear algebra and calculus to probability, statistics, and optimization techniques, the course gives you everything you need to build a solid mathematical foundation for artificial intelligence.
Another strong reason I recommend Scaler’s content is the certification you get upon completion. In today’s competitive job market, having a certification from a reputed institute like Scaler adds genuine value to your resume. It shows recruiters and hiring managers that you’ve taken the time to master the fundamentals, not just copy-paste code.
In short, if you are serious about building a career in AI or data science, this 13-hour Scaler Academy math course is a must-watch. It’s in-depth, practical, and gives you both knowledge and credibility that will help you stand out.
(3) Physics Wallah / Magnet Brains
You might be wondering why I’m suggesting channels like Magnet Brains and Physics Wallah, especially if you’re not preparing for IIT or JEE. But here’s the thing — even though I come from a Tier-3 engineering background, I realized that my basic concepts in mathematics and related subjects were not as strong as they needed to be. That’s when I turned to these channels, and honestly, they made a huge difference.
Both Magnet Brains and Physics Wallah are excellent when it comes to building strong fundamentals from scratch. They take complex topics in mathematics, physics, and core engineering subjects and break them down in a way that’s simple and easy to grasp. The best part is that the content is designed in a structured manner, so even if you start at a very basic level, you’ll quickly gain the confidence to tackle advanced topics.
If you’re someone who currently feels low confidence in math, statistics, or even physics, these channels can give you the right push. They explain concepts step by step, with plenty of examples, so you don’t just memorize formulas but actually understand what’s happening. This is exactly why I recommend them, even for students or professionals who are not preparing for competitive exams.
In short, if you want to strengthen your foundation in mathematics or core concepts for AI, machine learning, or data science, Magnet Brains and Physics Wallah are two of the best free resources available online.
(4) Krish Naik
Krish Naik is an absolute legend in the Indian Data Science and AI industry. Originally an Electronics Engineer and a UPSC dropout, Krish discovered his true passion in the field of Data Science, Artificial Intelligence, and Machine Learning. Today, he is widely recognized as one of the most influential educators and thought leaders in India for anyone looking to excel in AI and analytics.
What sets him apart is his exceptional understanding of mathematics and statistics, the very foundation of AI and Data Science. His teachings go far beyond superficial tutorials—he dives deep into probability, linear algebra, calculus, and advanced statistics, giving learners a solid conceptual understanding that is directly applicable to AI, ML, and data analytics projects.
For students, professionals, and aspirants in the AI industry, Naik’s content is unmatched. His approach is systematic, practical, and insightful, helping learners bridge the gap between theoretical knowledge and real-world applications. Whether you are preparing for interviews, working on AI projects, or simply want to strengthen your statistical and mathematical skills for data-driven careers, following him is a must.
His YouTube channel and online resources are a treasure trove for anyone serious about Data Science, Machine Learning, Deep Learning, and Artificial Intelligence. By following him, you not only learn concepts in depth but also gain a strategic edge in the competitive Indian tech industry.
If your goal is to advance in your AI career, enhance your data science skills, or gain a strong mathematical foundation, he is the mentor you need. He has transformed the way thousands of learners approach AI in India, making complex topics accessible, understandable, and practical.
💡 Bottom line: Krish Naik is not just a teacher—he is a career-defining guide for anyone aiming to thrive in the Indian Data Science and AI ecosystem. Follow him now to unlock your full potential in AI and Data Science!
Final Conclusion on The Best YouTube Channel to Learn Maths for AI and Machine Learning
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