Statistical Analysis Courses and Certifications

Numberphile

The Clever Way to Count Tanks - World War II Statistical Analysis

Discover how mathematics and probability solved the mystery of Nazi Germany's tank production during World War II, featuring insights from Dr James Grime on this fascinating historical application.

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

Math with Mr. J

Measurement and Data - Line Plots, Volume, Surface Area, and Statistical Analysis

Master measurement, data analysis, and geometry fundamentals through line plots, volume calculations, surface area, quartiles, box plots, and coordinate plane concepts.

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

Data – What It Is, What We Can Do With It

184 ratings at Coursera

Explore data analysis fundamentals, including theory development, causal inference, descriptive statistics, and data visualization. Gain essential tools for interpreting and evaluating data-driven insights across various fields.

• Coursera
• 11 hours 7 minutes
• Self-Paced
• Paid Course

Career Certificate

Total Data Quality

59 ratings at Coursera

Explore the Total Data Quality framework, focusing on evaluating and maximizing data quality before analysis. Learn essential steps for data collection, understanding sources, and improving quality in scientific investigations.

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

Career Certificate

Data-Oriented Python Programming and Debugging

20 ratings at Coursera

Master Python debugging with the OILER framework while learning data manipulation and analysis using NumPy, pandas, and SciPy libraries to produce high-quality, readable, and reproducible code for data science projects.

• Coursera
• 16 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 4 courses

Clinical Trials Analysis, Monitoring, and Presentation

94 ratings at Coursera

Learn advanced skills for clinical trial management, including sample size calculation, statistical monitoring, result reporting, and the analyst's role throughout the process.

• Coursera
• 4 hours 42 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Science for Health Research

14 ratings at Coursera

Learn to organize, visualize, and analyze health data using R for statistical modeling, linear regression, and logistic regression to make data-informed decisions in public health.

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

Exploratory Data Analysis for the Public Sector with ggplot

11 ratings at Coursera

Develop data visualization skills using R and ggplot2 for public sector analysis. Learn to create informative charts, explore distributions, and apply best practices in data presentation for public administration.

• Coursera
• 18 hours 18 minutes
• Self-Paced
• Paid Course

Analysis and Interpretation of Large-Scale Programs

63 ratings at Coursera

Learn to analyze and interpret large-scale health programs in low- and middle-income countries. Develop skills in data analysis, evaluation, and result dissemination for women's and children's health initiatives.

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

The Nature of Data and Relational Database Design

103 ratings at Coursera

Comprehensive overview of data types, database design, and SQL, covering business intelligence, statistics, ERD creation, and practical SQL scripting for effective data management and analysis.

• Coursera
• 6 hours 51 minutes
• Self-Paced
• Paid Course

Quantifying Relationships with Regression Models

23 ratings at Coursera

Explore linear regression for measuring variable relationships. Learn to create, interpret, and evaluate bivariate and multivariate models, including binary dependent and interactive models. Develop skills to critically analyze regression analyses.

• Coursera
• 11 hours 13 minutes
• Self-Paced
• Paid Course

Python Machine Learning Bootcamp (Live Online)

749 ratings at CourseHorse

Pick up the in-demand craft of machine learning and figure out how to design algorithms that pick up patterns and make decisions on their own through this hands-on bootcamp.

• CourseHorse
• Self-Paced
• $1,895.00

Investigating Epidemics like COVID-19: An Analyst's Guide

Learn to detect, analyze, and respond to epidemics using data-driven methods. Gain practical skills in outbreak investigation, including creating epidemic curves, identifying disparities, and calculating key metrics for public health decision-making.

• Coursera
• 12 hours 45 minutes
• Self-Paced
• Paid Course

Causal Inference

107 ratings at Coursera

Rigorous mathematical exploration of causal inference methods, including randomization, regression, propensity scores, and matching. Ideal for understanding and applying causal relationships in various fields.

• Coursera
• 12 hours 26 minutes
• Self-Paced
• Paid Course

Interaction Design Capstone Project

164 ratings at Coursera

Redesign an interface, service, or product through a comprehensive process from needfinding to visual design, resulting in a polished capstone project for your design portfolio.

• Coursera
• 1 day 11 hours 40 minutes
• Self-Paced
• Paid Course