Free online courseCalculus for Machine Learning

Course content

• Video class: Calculus I: Limits

  0h03m

• Video class: Intro to Differential Calculus —Topic 42 of Machine Learning Foundations

  0h13m

• Video class: Intro to Integral Calculus –Topic 43 of Machine Learning Foundations

  0h02m

• Video class: The Method of Exhaustion – Topic 44 of Machine Learning Foundations

  0h06m

• Video class: Calculus of the Infinitesimals – Topic 45 of Machine Learning Foundations

  0h10m

• Video class: Calculus Applications – Topic 46 of Machine Learning Foundations

  0h08m

• Video class: Calculating Limits – Topic 47 of Machine Learning Foundations

  0h18m

• Video class: Exercises on Limits – Topic 48 of Machine Learning Foundations

  0h01m

• Video class: Derivatives and Differentiation — Segment 2 of Subject 3, "Limits

  0h01m

• Video class: The Delta Method – Topic 49 of Machine Learning Foundations

  0h15m

• Video class: How Derivatives Arise from Limits – Topic 50 of Machine Learning Foundations

  0h14m

• Video class: Derivative Notation — Topic 51 of Machine Learning Foundations

  0h04m

• Video class: The Derivative of a Constant –Topic 52 of Machine Learning Foundations

  0h01m

• Video class: The Power Rule for Derivatives – Topic 53 of Machine Learning Foundations

  0h01m

• Video class: The Constant Multiple Rule for Derivatives — Topic 54 of Machine Learning Foundations

  0h03m

• Video class: The Sum Rule for Derivatives — Topic 55 of Machine Learning Foundations

  0h02m

• Video class: Exercises on Derivative Rules — Topic 56 of Machine Learning Foundations

  0h03m

• Video class: The Product Rule for Derivatives — Topic 57 of Machine Learning Foundations

  0h03m

• Video class: The Quotient Rule for Derivatives — Topic 58 of Machine Learning Foundations

  0h04m

• Video class: The Chain Rule for Derivatives — Topic 59 of Machine Learning Foundations

  0h06m