Statistics Foundation

Understand basics of Statistics including Measures and Hypothesis Testing using Practice Sheets

What you'll learn
Learn About Statistics, Sampling & Visualization
Understand Measurements including Mean, Median, Mode, Variances & Standard Deviation
Know about Type of Distributions including Normal, Poison, Binomial, Uniform, Gamma & Chi Square
Get Clarity About Hypothesis Testing, z Score, p Value, Confidence Interval & Errors
Practice Parametric Tests for Hypothesis Testing including T Test, ANOVA
Practice Non-Parametric Tests including Chi Square, 1 Sample Sign, Friedman, Kruskal Wallis, Mann Whitney & Spearman Rank Test

Requirements
No programming experience required. Basic understanding of Mathematics is enough.

Description
Understanding how different types of data can be collected and analyzed statistically is what Statistics is all about. We need to learn Statistics for various purposes.Lets take the first step now and understand Statistics in a simple and sequential way.In this course, we cover - About Statistics, Sampling, VisualizationMeasurements including Mean, Median, Mode, Variances & Standard DeviationType of Distributions including Normal, Poison, Binomial, Uniform, Gamma & Chi SquareAbout Hypothesis Testing, z Score, p Value, Confidence Interval & ErrorsParametric Tests for Hypothesis Testing including T Test, ANOVANon-Parametric Tests for Hypothesis Testing including Chi Square Test, 1 Sample Sign Test, Friedman Test, Kruskal Wallis Test, Mann Whitney Test & Spearman Rank TestThe course is perfect for you if you are - A data science student looking for statistics fundamentalsDoing project work under masters where statistics is an essential elementRegular student of Mathematics and wish to consolidate statistics fundamentalsFind statistics complicated subject and looking for a simple and organized way of learningWish to cover the basics of statistics applications without getting deep into complexity of itThe course includes practice sheets on excel which you can download and use to do hands-on with easy to understand examples.At any place, if you have a suggestion for any modification / addition etc., do let me know. Statistics is a vast subject and I have covered bare minimum required for application during a project or a research assignment. Enjoy Learning!

Who this course is for
Students doing Master Project which requires Statistical Analysis
Programmers getting into Data Science and hence require Statistical Foundation
Regular Graduate Students looking for Statistics Foundation

Homepage:
https://www.udemy.com/course/statistics-foundation/