Udemy_Math_for_Data_Science_Masterclass_2023_4
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2.1 GB
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1
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0
Files
98
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at 8:12am GMT+1
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Infohash
22f5bf887620c8f30c02b66cc5d715716b58827b
Description
Math for Data Science Masterclass, the advanced Math for Data Science course is published by Udemy Academy. Christa 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 start 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
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
Instructor: Jose Portilla , Krista King
English language
Education level: all levels
Number of courses: 68
Training duration: 16 hours and 7 minutes
Head of the seasons
Math for Data Science Masterclass
Course prerequisites
Only basic arithmetic skills are needed, we’ll teach you the rest
File list
- Udemy_Math_for_Data_Science_Masterclass_2023_4
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