25 Best Statistical Analysis Courses Online

Modeling Climate Anomalies with Statistical Analysis

Offered by University of Colorado Boulder

This course introduces the use of statistical analysis in Python programming to study and model climate data, specifically with the SciPy and NumPy package. Topics include data visualization, predictive model development...

Statistical Analysis with R for Public Health

Offered by Imperial College London

Statistics are everywhere. The probability it will rain today. Trends over time in unemployment rates. The odds that India will win the next cricket world cup. In sports like football, they started out as a bit of fun bu...

Statistical Analysis in R

Offered by University of Canterbury

This course on Statistical Analysis in R teaches you how to leverage R programming for effective statistical analysis. You'll learn key concepts and techniques that will enable you to perform data manipulation, visualiza...

Market Research Statistical Analysis & Data Visualization

Offered by Coursera

This comprehensive program equips market research professionals with essential skills to transform raw data into compelling business insights. You'll master the complete workflow from data collection to executive present...

Excel: Statistical Analysis and Data Transformation

Offered by Logical Operations

In this course, you'll continue to develop your data-analysis skills in Excel by performing statistical analysis with trendlines, sparklines, and using the Analysis ToolPak. You'll also connect to data and transform that...

Advanced Survey Design & Statistical Analysis

Offered by Coursera

This program equips market research professionals with end-to-end analytical capabilities, from designing user-centric surveys with branching logic to building predictive models in R. Learners master statistical testing,...

Basics of statistics

Basic course informationThe course is designed to familiarize the student with the basic issues of descriptive statistics. Such concepts as quantitative and qualitative data, parameter, measures of position or dispersion...

Data Science Decisions in Time: Using Data Effectively

Offered by Johns Hopkins University

Sequential Decisions builds from math and algorithms that can be understood and used by Coursera Students. This course will start from a consideration of the simplest type of data streams and then gradually advance to mo...

Global Disease Masterclass: Global Disease Distribution

Offered by Imperial College London

The Global Diseases Masterclass is part of the full-degree Masters of Public Health that the School of Public Health. By the end of this specialisation, our aim is that students will be able to critically apply epidemiol...

Designing, Running, and Analyzing Experiments

Offered by University of California San Diego

You may never be sure whether you have an effective user experience until you have tested it with users. In this course, you’ll learn how to design user-centered experiments, how to run such experiments, and how to analy...

Regression Models

Offered by Johns Hopkins University

Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a da...

Data Science Fundamentals with Python and SQL

Offered by IBM

Data science is one of the hottest professions of the decade, and the demand for data scientists who can analyze data and communicate results to inform data driven decisions has never been greater. This Specialization fr...

Data Analysis With Python

Offered by Corporate Finance Institute

Python is a core skill for anyone working with data—and this course shows you exactly how to use it in practice. Through real-world examples, you’ll build an end-to-end data analysis workflow using four of Python’s most...

Statistics and Data Analysis with R

Offered by University of Colorado Boulder

This course is the third course in a 3-part specialization entitled "Statistics and Applied Data Analysis." The course is meant for those familiar with statistics but unfamiliar with the programming language R. The purpo...

Methods and Statistics in Social Science - Final Research Project

Offered by University of Amsterdam

The Final Research Project consists of a research study that you will perform in collaboration with fellow learners. Together you will formulate a research hypothesis and design, come up with operationalizations, create...

Introduction to Data Science

Offered by IBM

Interested in learning more about data science, but don’t know where to start? This 4-course Specialization from IBM will provide you with the key foundational skills any data scientist needs to prepare you for a career...

Discrete Math for Computer Science - Counting & Probability

Offered by The Hong Kong University of Science and Technology

This course develops the mathematical tools needed to count, measure uncertainty, and reason about random processes, which are central to computer science, data analysis, and algorithm design. Building on the logical fou...

Measuring Total Data Quality

Offered by University of Michigan

By the end of this second course in the Total Data Quality Specialization, learners will be able to: 1. Learn various metrics for evaluating Total Data Quality (TDQ) at each stage of the TDQ framework. 2. Create a qualit...

Applied Data Science with Python

Offered by University of Michigan

The 5 courses in this University of Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have a basic python or...

Introduction to Systematic Review and Meta-Analysis

Offered by Johns Hopkins University

We will introduce methods to perform systematic reviews and meta-analysis of clinical trials. We will cover how to formulate an answerable research question, define inclusion and exclusion criteria, search for the eviden...

Managerial Economics and Business Analysis

Offered by University of Illinois Urbana-Champaign

In the exceedingly fast-paced business world, growing business demands a clear grasp of how a firm obtains a competitive advantage in its operations, how the business cycle and monetary policies impact the firm’s ability...

Excel Time Series Models for Business Forecasting

Offered by Macquarie University

This course explores different time series business forecasting methods. The course covers a variety of business forecasting methods for different types of components present in time series data — level, trending, and se...

Total Data Quality

Offered by University of Michigan

This specialization aims to explore the Total Data Quality framework in depth and provide learners with more information about the detailed evaluation of total data quality that needs to happen prior to data analysis. Th...

Statistics with Python

Offered by University of Michigan

This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language. Learners will learn where data come from, what types of data can be col...

Data Science with R

Offered by Duke University

Master the essentials of data science with the Data Science with R Specialization. Designed for beginners and professionals, this series provides the foundational skills to transform, visualize, and ethically analyze dat...