Udemy - Statistical Thinking for Data Analysis

Statistical Thinking for Data Analysis

https://WebToolTip.com

Last updated 9/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 7h 16m | Size: 3.48 GB

Understand the Reasoning and Thinking of Data Analysis

What you'll learn
How to assess the quality of study design and how it affects data quality
How to reason with variation in data using data visualizations and summary statistics
How to reason with the variation in sample statistics using sampling distributions
A conceptual understanding of statistical inference: confidence intervals and hypothesis testing
Introduction to linear regression
Introduction to R and RStudio analyzing real-world data

Requirements
Basic Arithmetic. No other background knowledge required
No programming experience required