Essential Statistics for Data Analysis
This course will teach you the basics of statistics for data analysis. Learn to extract meaningful insights from datasets, interpret statistical results, and make better decisions with the help of data.
1.1 Course Introduction
FREE PREVIEW1.2 Course Overview
1.3 Why This Course Matters
1.4 Course Structure
1.5 What You Will Achieve
1.6 Test Your Knowledge Quiz
2.1 What is Statistics?
2.2 Why Do We Need Statistics?
2.3 Test Your Knowledge Quiz
3.1 Measures of Central Tendency
3.2 Mean
3.3 Median
3.4 Mode
3.5 Test Your Knowledge Quiz
3.6 Practical Activity: Analysing Product Dimensions with Python
3.7 Practical Project: Measures of Central Tendency
4.1 Measures of Dispersion
4.2 Variation
4.3 Standard Deviation
4.4 Test Your Knowledge Quiz
4.5 Practical Activity: Analysing Data Dispersion in Manufacturing
4.6 Practical Project: Measures of Dispersion
5.1 Probability Distributions
5.2 Normal Distribution
5.3 Binomial Distribution
5.4 Poisson Distribution
5.5 Comparison and Selection of Distributions
5.6 Test Your Knowledge Quiz
5.7 Practical Project: Practice descriptive Statistics
SFIA Framework
Diversity, Equality, Inclusion and Sustainability Policy