Explanation
Together for the first time ever, Krista King and Jose Portilla have joined forces to deliver the best course experience on how to use mathematics to solve scientific problems with real-world data. This course is specifically designed to help you understand the mathematical concepts behind the field of data science, so that you can have a first-principles level understanding of how to effectively use data in an organization. Often students entering the field of data science are confused about where to start learning about the basic math behind the concepts. This course is specifically designed to help bridge that gap and provide students with a clear, guided path through the complex and exciting world of applied mathematics in the field of data science. Designed to balance theory and application, this is the ultimate learning experience for anyone who wants to truly understand data science.
In this course, we will cover:
- Understanding Data Concepts
- Measures of dispersion and central sensitivity
- Different ways to visualize data
- Damages
- Combinatorics
- Bayes’ Theorem
- Random Variation
- Joint distribution
What will you learn?
- Understand basic concepts about data quality and quantity
- Learn how to measure data using statistics
- Discover how data can be visualized in a variety of visual formats
- Use addition to calculate compositions and combinations of elements.
- Understand the key concepts of using probability to solve problems
- Learn how to use data distribution in the real world
- Discover the powerful concepts of the normal distribution
- Use sample and central limit theory
- Understand hypothesis testing for sample groups
- Cover the basics of vertical regression
Who is this course for?
- Anyone interested in learning more about the math behind data science
Specialization in Mathematics for Data Science Masterclass
- Publisher: Udemy
- Instructor: Jose Portilla, Krista King
- Language : English
- Level: All levels
- Number of courses: 68
- Duration : 16 hours and 7 minutes
Mathematical Content of Data Science Masterclass
Requirements
- Only basic math skills are required, we will teach you the rest
Pictures
Sample Clip
Installation Guide
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Subtitle: English
Quality: 720p
Changes:
The 2023/4 version has no changes in the number of courses and course duration compared to 2022/11, but English subtitles have been added to the course.
Download Links
Password file: free download software
file size
2.19 GB