Calculus – Beginner

16 Lessons – From Limits to Integrals | TensorSpeed

Master the fundamentals of change and accumulation.
Essential for machine learning (gradients), physics, and data science.

• Lesson 1: What is Calculus? Limits Intuition
• Lesson 2: Limits – Rules & Tricky Cases
• Lesson 3: Continuity & Intermediate Value Theorem
• Lesson 4: The Derivative – Instantaneous Rate of Change
• Lesson 5: Basic Derivative Rules (Power, Constant, Sum)
• Lesson 6: Product Rule, Quotient Rule & Intro to Chain Rule
• Lesson 7: Chain Rule – The Basics & Intuition
• Lesson 8: Chain Rule – Multiple Layers & Nested Functions
• Lesson 9: Implicit Differentiation & Related Rates Intro
• Lesson 10: Higher-Order Derivatives & Acceleration
• Lesson 11: Implicit Differentiation Applications
• Lesson 12: Related Rates – Classic Problems
• Lesson 13: Optimization – Finding Maximum & Minimum Values
• Lesson 14: Curve Sketching with Derivatives
• Lesson 15: Introduction to Integrals – Antiderivatives & Area
• Lesson 16: Final Review & Comprehensive Practice