Udemy – Statistics & Mathematics for Data Science & Data Analytics 2022-3

Udemy – Statistics & Mathematics for Data Science & Data Analytics 2022-3 Downloadly IRSpace

Apr 17, 2025 - 10:40 Updated: Apr 20, 2025 - 19:08

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Udemy – Statistics & Mathematics for Data Science & Data Analytics 2022-3

Good news, you don’t need a Maths degree – this course is equipping you with the practical knowledge needed to master the necessary statistics. It is very important if you want to become a Data Scientist or a Data Analyst to have a good knowledge in statistics & probability theory. Sure, there is more to Data Science than only statistics. But still it plays an essential role to know these fundamentals ins statistics.

I know it is very hard to gain a strong foothold in these concepts just by yourself. Therefore I have created this course. This course is giving you the chance to systematically master the core concepts in statistics & probability, descriptive statistics, hypothesis testing, regression analysis, analysis of variance and some advance regression / machine learning methods such as logistics regressions, polynomial regressions , decision trees and more. In real-life examples you will learn the stats knowledge needed in a data scientist’s or data analyst’s career very quickly. If you feel like this sounds good to you, then take this chance to improve your skills und advance career by enrolling in this course.

What you’ll learn

Master the fundamentals of statistics for data science & data analytics
Master descriptive statistics & probability theory
Machine learning methods like Decision Trees and Decision Forests
Probability distributions such as Normal distribution, Poisson Distribution and more
Hypothesis testing, p-value, type I & type II error
Logistic Regressions, Multiple Linear Regression, Regression Trees
Correlation, R-Square, RMSE, MAE, coefficient of determination and more

Who this course is for

Anybody that wants to master statistics & probabilities for data science & data analysis
Anybody who wants to pursue a career in Data Science
Professionals and students who want to understand the necessary statistics for data analysi

Specificatoin of Statistics & Mathematics for Data Science & Data Analytics

Publisher : Udemy
Teacher : Nikolai Schuler
Language : English
Level : Beginner
Number of Course : 91
Duration : 11 hours and 24 minutes

Content of Statistics & Mathematics for Data Science & Data Analytics

Statistics & Mathematics for Data Science & Data Analytics

Requirements

Absolutely no previous experience required. We will learn everything right from the basics and then work our way up step by step
Eagerness and motivation to learn