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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