Descriptive and Inferential Statistics with Python

Intro to Data Analysis with PythonDescriptive and Inferential Statistics with Python

Take a deep dive into the fascinating world of statistics using Python with this well-curated course. It focuses on the calculation and practical application of descriptive and inferential statistics using Python's pandas, numpy, and scipy libraries.

Lessons and practices

Lesson 1: Unveiling Measures of Centrality: A Descriptive Statistics Journey with Python

Analyzing Age Group Dataset with Measures of Centrality

Altering Dataset for Changing Measures of Centrality

Calculating Mean and Median for a New Age Group

Space Camp Age Analysis

Lesson 2: Mastering Measures of Dispersion in Python: The Keys to Full Data Understanding

Analyzing Class Performance: Range, Variance, and Standard Deviation Calculation in Python

Analyzing Student Performance Scores: Switch to English Marks

Unrevealed Measures of Dispersion

Adding Measures of Dispersion to Student Score Analysis

Calculating Measures of Dispersion for Math Scores