Learn Calculus for Machine Learning
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.
Calculus 1 - Full College Course
☞ https://morioh.com/p/cf9a4e7c4c54
Calculus 2 - Full College Course
☞ https://morioh.com/p/36b4c0c1ac6e
The Calculus of Variations and the Euler-Lagrange Equation
☞ https://morioh.com/p/289df9449244
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.
⭐ Table of Contents ⭐
⌨️ (0:05) A Preview of Calculus
⌨️ (37:25) The Limit of a Function.
⌨️ (1:14:30) The Limit Laws
⌨️ (1:51:00) Continuity
⌨️ (2:16:52) The Precise Definition of a Limit
⌨️ (2:45:52) Defining the Derivative
⌨️ (3:10:16) The Derivative as a Function
⌨️ (3:34:28) Differentiation Rules
⌨️ (4:04:05) Derivatives as Rates of Change
⌨️ (4:39:40) Derivatives of Trigonometric Functions
⌨️ (4:55:30) The Chain Rule
⌨️ (5:15:08) Derivatives of Inverse Functions
⌨️ (5:40:18) Implicit Differentiation
⌨️ (6:06:28) Derivatives of Exponential and Logarithmic Functions
⌨️ (6:31:32) Partial Derivatives
⌨️ (6:53:10) Related Rates
⌨️ (7:19:48) Linear Approximations and Differentials
⌨️ (7:42:56) Maxima and Minima
⌨️ (8:01:59) The Mean Value Theorem
⌨️ (8:21:21) Derivatives and the Shape of a Graph
⌨️ (8:45:59) Limits at Infinity and Asymptotes
⌨️ (9:11:35) Applied Optimization Problems
⌨️ (9:42:36) L'Hopital's Rule
⌨️ (10:14:01) Newton's Method
⌨️ (10:35:24) Antiderivatives
#Calculus #MachineLearning #Morioh
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