## Description

Math for Data Science Masterclass, advanced course Math for Data Science is published by Udemy Academy. Krista King and Jose Portilla have teamed up to create a first-of-its-kind course to give you the best learning experience on how to use math to solve real-world data science problems. This course is specifically designed to help you understand the mathematical concepts of data science, so you can have a solid understanding of how to effectively use data in an organization. Most students entering the field of data science are confused about where to begin with basic mathematics.

This course is specifically designed to help bridge this gap and provide students with a clear and guided path into the complex and interesting world of mathematics used in data science. This is the learning experience for anyone who wants to really understand data science. At the end of each section is a set of practical problems drawn from real companies where you can directly apply what you know to test your concepts.

In this lesson, we will discuss the following:

• Understanding data concepts
• Different ways to visualize data
• Permutations
• Combinations
• Bayes theorem
• Random variables
• Common distributions
• Covariance and correlation
• And…

### What you will learn

• Understand the basic concepts of data quality and quantity
• Discover how to visualize data with various types of plots
• Understand the key ideas in using probability to solve problems
• Understanding the concepts of normal distribution
• Understanding the hypothesis test on sample groups
• Getting to know how to measure data with statistics
• Using combinations to calculate permutations and combinations of objects
• Learn how to use data distributions with real data
• Using sampling and central limit theorem
• Principles of linear regression

### Who is this course suitable for?

• Anyone interested in learning more about the mathematics of data science

### Details of the Math for Data Science Masterclass course

• Publisher: Udemy
• teacher : Jose Portilla , Krista King
• English language
• Education level: all levels
• Number of courses: 68
• Training duration: 16 hours and 7 minutes

### Course prerequisites

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

### Installation guide

After Extract, view with your favorite Player.

English subtitle

Quality: 720p

Changes:

The 2023/4 version 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.