Statistical Analysis Courses and Certifications

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 4

Statistical techniques for particle physics data analysis, covering advanced methods and applications in experimental high-energy physics research.

• YouTube
• 1 hour 49 minutes
• Self-Paced
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 2

Explore advanced statistical techniques for particle physics data analysis, focusing on hypothesis testing, confidence intervals, and likelihood methods in experimental research.

• YouTube
• 2 hours
• Self-Paced
• Free Video

Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 1

Explore statistical methods for particle physics data analysis, covering fundamental concepts and techniques essential for researchers in high-energy physics experiments.

• YouTube
• 1 hour 52 minutes
• Self-Paced
• Free Video

DigitalSreeni

Comparing Two Groups - Statistical Analysis in Python Tutorial 4

Master statistical hypothesis testing by comparing two groups using parametric tests like t-tests and chi-square, with Python code examples on real heart disease data.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

DigitalSreeni

Statistical Analysis in Python - Comparing Two Groups with Non-Parametric Tests - Tutorial 5

Master non-parametric statistical tests in Python for comparing two groups when data doesn't meet normality assumptions, including Mann-Whitney U and Wilcoxon tests.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

DigitalSreeni

Introduction to Statistical Analysis in Python - 359

Explore fundamental statistical analysis in Python using a heart disease dataset, from loading data to creating meaningful visualizations like histograms and correlation heatmaps.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Statistical Analysis and Cartesian Tensors - Part I

Explore statistical analysis and Cartesian tensors in this introductory module covering fundamental concepts and applications.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Wolfram

Nutrients by the Numbers - Statistical Analysis of Food and Nutrient Data

Explore statistical analysis of food and nutrient data relationships, visualize distributions through informative plots and histograms with Gay Wilson.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

DigitalSreeni

Understanding Data Distributions - Statistical Analysis in Python Tutorial 3

Explore data distributions through visual methods, normality tests, and transformations using Python and the UCI Wine Quality Dataset for statistical analysis.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Modern Statistical Computing and Regression Modeling in R

Discover statistical computing with R, Excel, Tableau, and Jupyter Notebooks while mastering Monte Carlo methods and regression analysis through hands-on practice with real datasets.

• Coursera
• 11 hours 6 minutes
• Self-Paced
• Paid Course

Career Certificate

Statistical Analysis with R for Public Health

2086 ratings at Coursera

Learn statistical analysis with R for public health applications. Covers key concepts, data analysis techniques, and hands-on practice using real-world health datasets to address major public health challenges.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Design and Analysis of Experiments | DoE

1080 ratings at Udemy

Design of Experiments: from ANOVA to Factorial Designs using Excel and R.

• Udemy
• 4 hours 2 minutes
• Self-Paced
• Paid Course

Statistical Methods for Psychological Research

Discover statistical principles and techniques for psychology research, covering descriptive/inferential statistics, ANOVA, regression, and non-parametric methods.

• Coursera
• 1 day 2 hours 49 minutes
• Self-Paced
• Paid Course

Health 308: Healthcare Quality & Outcome Measurement

Comprehensive exploration of healthcare quality measurement, covering data management, statistical analysis, patient outcomes, and industry trends for improved healthcare delivery.

• Study.com
• 16 hours 8 minutes
• Self-Paced
• Paid Course

EDUCBA

Apply Quantitative Data Analysis Using R

Master statistical analysis and data visualization in R through hands-on practice with real datasets, descriptive statistics, correlation analysis, and clear result interpretation.

• Coursera
• 5 hours 21 minutes
• Self-Paced
• Paid Course