Calculus for Machine Learning (Bangla) | ML Math Explained Simply

Machine Learning should be felt, not feared. – Pervez Hasan Calculus is one of the most important foundations of Machine Learning, yet many beginners find it confusing and intimidating. In this video, I explain Calculus for Machine Learning in a simple and intuitive way, using real-life explanations and clear concepts. You will learn: • Why Calculus is essential for Machine Learning • What derivatives and gradients really mean • How loss functions use Calculus • The intuition behind Gradient Descent • How ML models learn by minimizing error This video is perfect for: • Machine Learning beginners • CSE / CS students • Data Science learners • Anyone struggling with ML mathematics This tutorial is part of my Machine Learning Math Series, where I break down complex ML concepts step by step in a beginner-friendly way. Subscribe to the channel for: • Machine Learning from scratch • ML math explained intuitively • Practical ML concepts and real-world understanding Channel: Pervez Hasan Language: Bangla tutorial with English technical terms #CalculusForMachineLearning #MachineLearningBangla #MLMath #GradientDescent #PervezHasan #DeepLearning #education #machinelearning #banglatutorial #engineering #bangladesh #kolkata #india