What is statistical analysis?

Statistical analysis is the process of collecting and organizing data in order to observe patterns in that data. This discipline examines numerical data for trends, and it has practical applications across multiple industries and business sectors. Statistical analysts can examine large or small amounts of data to determine what the data shows—and what should be done with that information. The business world has relied on statistical analysis for years, but the advent of computer technology has made analyzing large amounts of data increasingly easy. Computers allow statisticians to analyze copious amounts of data and look for more specific patterns and trends than ever before.

Why is statistical analysis important?

Statistical analysis is important because it helps you make sense—and make use—of data. No matter what industry you work in, you see data every day. You may not know how to interpret the data, or there may just be too much data to understand on its own merits. Using statistical analysis can help you interpret key patterns in your data and sort out extraneous information to understand what the data means and what you should do about it. If you have a background in statistical analysis, you can also test or disprove any analysis that you receive from someone else as well.

What are typical careers that use statistical analysis?

A thorough knowledge of statistical analysis can help you find a career in the financial sector, information technology, or other areas of the business world. You can find jobs giving businesses advice on how to invest or how to manage their money more efficiently, or you can consult with companies on how to budget for large projects. Market research jobs rely on statistical analysis skills, while software engineers analyze data to develop and test new and updated applications. Data scientists work with various organizations to help them identify patterns and trends in their field of business.

How can online courses on Coursera help me learn statistical analysis?

From courses that introduce you to the basics of statistical analysis to more specific topics like hypothesis testing, data analysis in the health care industry, or risk management, you can gain a confident base of knowledge from online courses on Coursera. Specific topics you can discover include using logistic regression in R, survival analysis in R, bias and validity in epidemiology, statistics with Python, and data analytics.

What are the benefits of taking an online Statistical Analysis course?

Online Statistical Analysis courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Analysis skills. Choose from a wide range of Statistical Analysis courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Analysis courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Analysis, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistical Analysis Courses - Learn Statistical Analysis Online

Explore the Statistical Analysis Course Catalog

Johns Hopkins University
Principles of fMRI 1
Skills you'll gain: Radiology, Psychology, Data Analysis, Research Design, Image Analysis, Statistical Analysis, Statistical Modeling, Scientific Methods, Data Processing, Data Collection, Probability & Statistics, Research
4.7
Rating, 4.7 out of 5 stars
836 reviews
Beginner · Course · 1 - 4 Weeks
Duke University
Business Metrics for Data-Driven Companies
Skills you'll gain: Business Analytics, Business Metrics, Business Process Improvement, Business Intelligence, Tableau Software, Performance Measurement, Data Analysis, Key Performance Indicators (KPIs), Web Analytics, Business Strategy, Digital Transformation, E-Commerce, Financial Services, SQL, Decision Making
4.6
Rating, 4.6 out of 5 stars
8.4K reviews
Mixed · Course · 1 - 3 Months
Microsoft
Data Modeling in Power BI
Skills you'll gain: Data Analysis Expressions (DAX), Data Modeling, Star Schema, Power BI, Database Design, Data Warehousing, Business Intelligence, Data Analysis, Time Series Analysis and Forecasting, Performance Tuning
4.3
Rating, 4.3 out of 5 stars
670 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Anatomy
Skills you'll gain: Anatomy, Respiration, Kinesiology, Life Sciences, Vital Signs, Health Systems, Physical Therapy, Medical Terminology, Psychology, Clinical Experience, Structural Analysis, General Medicine
4.8
Rating, 4.8 out of 5 stars
3.9K reviews
Beginner · Specialization · 3 - 6 Months
Rice University
Introduction to Scripting in Python
Skills you'll gain: Data Visualization Software, Plot (Graphics), Package and Software Management, Python Programming, Data Cleansing, Programming Principles, Data Processing, Data Manipulation, Software Installation, Development Environment, Computational Logic, Data Structures, File Management, Scripting, Data Storage, Data Import/Export, Scripting Languages, Data Integration, Data Analysis, Computer Programming
4.7
Rating, 4.7 out of 5 stars
4.3K reviews
Beginner · Specialization · 3 - 6 Months
Kennesaw State University
Six Sigma Green Belt
Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Capability, Team Management, Quality Improvement, Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Team Building, Exploratory Data Analysis, Process Improvement, Quality Control, Probability & Statistics, Probability Distribution, Statistical Methods, Process Analysis, Operational Excellence, Quality Management, Lean Manufacturing
4.7
Rating, 4.7 out of 5 stars
4.4K reviews
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Everyday Excel
Skills you'll gain: Data Import/Export, Microsoft Excel, Regression Analysis, Data Validation, Data Visualization, Depreciation, Spreadsheet Software, Data Management, Excel Macros, Data Cleansing, Excel Formulas, Statistical Modeling, Financial Analysis, Cash Flows, Predictive Modeling, Financial Modeling, Data Analysis Expressions (DAX), Mathematical Modeling, Complex Problem Solving, Automation
4.7
Rating, 4.7 out of 5 stars
3.9K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free
Coursera Instructor Network
Financial Analysis: Portfolios, Risks, Strategic Decisions
Skills you'll gain: Portfolio Management, Investment Management, Risk Management, Financial Management, Wealth Management, Financial Market, Investments, Financial Analysis, Asset Management, Risk Analysis, Business Valuation, Market Dynamics, Market Trend, Performance Measurement, Quantitative Research
4.3
Rating, 4.3 out of 5 stars
93 reviews
Beginner · Course · 1 - 4 Weeks
Duke University
Managing Big Data with MySQL
Skills you'll gain: Database Design, MySQL, Relational Databases, SQL, Data Modeling, Databases, Business Analytics, Big Data, Business Analysis, Data Analysis, Data Manipulation, Data Management
4.7
Rating, 4.7 out of 5 stars
4.1K reviews
Mixed · Course · 1 - 3 Months
University of Pennsylvania
The Business of Health Care
Skills you'll gain: People Management, Financial Reporting, Financial Data, Financial Statements, Health Care Administration, Health Systems, Income Statement, Employee Performance Management, Financial Analysis, Decision Making, Organizational Change, Organizational Structure, Lean Methodologies, Risk Analysis, Cash Flows, Team Motivation, Health Care, Healthcare Industry Knowledge, Operational Efficiency, Medicare
4.6
Rating, 4.6 out of 5 stars
1.9K reviews
Beginner · Specialization · 3 - 6 Months
Microsoft
Work Smarter with Microsoft Excel
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Visualization, Spreadsheet Software, Microsoft 365, Productivity Software, Data Analysis Software, Data Import/Export, Data Management, File Management
4.7
Rating, 4.7 out of 5 stars
2.8K reviews
Beginner · Course · 1 - 3 Months
Emory University
Management Consulting
Skills you'll gain: Data Cleansing, Presentations, Data Visualization, Consulting, Microsoft PowerPoint, Management Consulting, Executive Presence, Business Consulting, Benchmarking, Microsoft Excel, Proposal Writing, Storytelling, Data Storytelling, Proposal Development, Business Research, Interviewing Skills, Six Sigma Methodology, Analytical Skills, Professional Networking, Client Services
4.8
Rating, 4.8 out of 5 stars
1.7K reviews
Beginner · Specialization · 3 - 6 Months