Calculus for Data Science & Machine Learning - 2020
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 7 lectures (1 hour, 7 mins) | Size: 279 MB

Learn Basics of Calculus (Mathematics) for Artificial Intelligence, Machine Learning and Data Science
What you'll learn

Basics of Calculus for Machine Learning & Data Science
Derivative-Differentiation
Multivariable Functions
Integration
Functions

Requirements

No prior knowledge is required
Aim of Learning Machine Learning and Data Science

Description

CALCULUS for DATA SCIENCE & MACHINE LEARNING COURSE DESCRIPTION

What is Calculus?

Applications of Calculus in ML

Calculus Notation

Computation Map

Linear Functions

Derivative

Product & Quotient Rule

Exponential & Logarithm Rule

Sine and Cosine Functions

Sigmoid Function

Hyperbolic Function

Chain Rule

Differentiation

Multivariable Functions

Partial Differentiation

Sigma Notation

Taylor/Mclaurin Series Expansion

Integration

Area Between Curves

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