Calculus for Beginners full course | Calculus for Machine learning



Calculus, originally called infinitesimal calculus or “the calculus of infinitesimals”, is the mathematical study of continuous change, in the same way that geometry is the study of shape and algebra is the study of generalizations of arithmetic operations. This course is for those who want to learn #calculus in depth as well as for machine learning enthusiasts. You will be learning most of the crucial concepts of calculus with comprehensive explanation.

โญ Table of Contents โญ
โŒจ๏ธ (0:05) A Preview of Calculus
โŒจ๏ธ (37:25) The Limit of a Function.
โŒจ๏ธ (1:14:30) The Limit Laws
โŒจ๏ธ (1:51:00) Continuity
โŒจ๏ธ (2:16:52) The Precise Definition of a Limit
โŒจ๏ธ (2:45:52) Defining the Derivative
โŒจ๏ธ (3:10:16) The Derivative as a Function
โŒจ๏ธ (3:34:28) Differentiation Rules
โŒจ๏ธ (4:04:05) Derivatives as Rates of Change
โŒจ๏ธ (4:39:40) Derivatives of Trigonometric Functions
โŒจ๏ธ (4:55:30) The Chain Rule
โŒจ๏ธ (5:15:08) Derivatives of Inverse Functions
โŒจ๏ธ (5:40:18) Implicit Differentiation
โŒจ๏ธ (6:06:28) Derivatives of Exponential and Logarithmic Functions
โŒจ๏ธ (6:31:32) Partial Derivatives
โŒจ๏ธ (6:53:10) Related Rates
โŒจ๏ธ (7:19:48) Linear Approximations and Differentials
โŒจ๏ธ (7:42:56) Maxima and Minima
โŒจ๏ธ (8:01:59) The Mean Value Theorem
โŒจ๏ธ (8:21:21) Derivatives and the Shape of a Graph
โŒจ๏ธ (8:45:59) Limits at Infinity and Asymptotes
โŒจ๏ธ (9:11:35) Applied Optimization Problems
โŒจ๏ธ (9:42:36) L’Hopital’s Rule
โŒจ๏ธ (10:14:01) Newton’s Method
โŒจ๏ธ (10:35:24) Antiderivatives

โญ Credit โญ
This great course was developed by : Tyler Wallace
Licensed under Creative Commons
Visit his YouTube channel and learn more: https://www.youtube.com/user/wallacemath/playlists

โญ Join our community โญ
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Website: https://cslesson.org

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