$Udemy – Math for Data Science Masterclass 2023-4$

Udemy – Math for Data Science Masterclass 2023-4

Published on: 2023-07-31 02:11:17

Categories: 28

Descriptions

Working together for the first time ever, Krista King and Jose Portilla have combined forces to deliver you a best in class course experience in how to use mathematics to solve real world data science problems. This course has been specifically designed to help you understand the mathematical concepts behind the field of data science, so you can have a first principles level understanding of how to use data effectively in an organization. Often students entering the field of data science are confused on where to start to learn about the fundamental math behind the concepts. This course was specifically designed to help bridge that gap and provide students a clear, guided path through the complex and interesting world of math used in the field of data science. Designed to balance theory and application, this is the ultimate learning experience for anyone wanting to really understand data science.

In this course, we’ll cover:

Understanding Data Concepts
Measurements of Dispersion and Central Tendency
Different ways to visualize data
Permutations
Combinatorics
Bayes’ Theorem
Random Variables
Joint Distributions

What you’ll learn

Understand core concepts about data quality and quantity
Learn about how to measure data with statistics
Discover how to visualize data with a variety of plot types
Use combinatorics to calculate permutations and combinations of objects
Understand the key ideas in using probability to solve problems
Learn how to use data distributions with real world data
Discover the powerful insights from the normal distribution
Use sampling and the central limit theorem
Understand hypothesis testing on sample groups
Cover the basics of linear regression

Who this course is for

Anyone interested in learning more about the mathematics behind data science

Specificatoin of Math for Data Science Masterclass

Publisher : Udemy
Teacher : Jose Portilla , Krista King
Language : English
Level : All levels
Number of Course : 68
Duration : 16 hours and 7 minutes

Content of Math for Data Science Masterclass

$Math for Data Science Masterclass$

Requirements

Only basic arithmetic skills are needed, we’ll teach you the rest

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$Math for Data Science Masterclass$

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Subtitle: English

Quality: 720p

Changes:

Version 2023/4 has no changes in the number of courses and duration of the course compared to 2022/11, but English subtitles have been added to the course.