Math for Data Science and Machine Learning

Learn math for data science, machine learning, linear algebra, calculus, probability theory, discrete Math, Statistics.
3.96 (92 reviews)
Udemy
platform
English
language
Engineering
category
AD Chauhdry
instructor
Math for Data Science and Machine Learning
14 820
students
6.5 hours
content
Aug 2022
last update
$13.99
regular price

What you will learn

Introduction to matrix

Gauss's elimination method

Properties of matrix and determinants

Echelon and reduce echelon form

Vector spaces

Linearly dependent and independent set of vectors in vector spaces

Basis of a vector space

linear transformation and related example and exercises

Inner product spaces

Eigen values and eigen vectors

Introduction to ODE's and PDE's

Probability and statistics

What is a sample space?

Mean, median and mode for grouped and ungrouped data

Poison, gamma and uniform distributions

And many more probability and statistics related tutorials

Gram's Schmidt orthonormal process

Pi chart, bar graph, line graph and histogram

Permutations and Combinations

Sets and Venn Diagram

Course Gallery

Math for Data Science and Machine Learning – Screenshot 1
Screenshot 1 – Math for Data Science and Machine Learning
Math for Data Science and Machine Learning – Screenshot 2
Screenshot 2 – Math for Data Science and Machine Learning
Math for Data Science and Machine Learning – Screenshot 3
Screenshot 3 – Math for Data Science and Machine Learning
Math for Data Science and Machine Learning – Screenshot 4
Screenshot 4 – Math for Data Science and Machine Learning

Loading charts...

Related Topics

2722350
udemy ID
26/12/2019
course created date
07/02/2020
course indexed date
Bot
course submited by