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

University of Illinois at Urbana-Champaign
Master of Science in Management
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Extract, Transform, Load, Business Strategy, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Global Challenges in Business Graduate Certificate
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Extract, Transform, Load, Business Strategy, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax
Credit offered
Graduate Certificate · 6 - 12 Months
University of Colorado Boulder
Master of Science in Electrical and Computer Engineering
Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, New Product Development, Field-Programmable Gate Array (FPGA), Delegation Skills, Sampling (Statistics), Failure Analysis, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Database Design, Unsupervised Learning, Supervised Learning, Goal Setting, Proposal Writing
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Power Electronics Graduate Certificate
Skills you'll gain: Computer Vision, Power Electronics, Debugging, Display Devices, Control Systems, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Deep Learning, Systems Design, Artificial Neural Networks, USB, Electrical Engineering, Semiconductors, Electrical Systems, Computer Programming Tools, Technical Design, Embedded Systems, Electrical Power
Credit offered
Graduate Certificate · 6 - 12 Months
University of London
Graduate Diploma in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Game Design, Full-Stack Web Development, React Native, Agile Software Development, Animations, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Credit offered
Graduate Certificate · 6 - 12 Months
S.P. Jain Institute of Management and Research
Post Graduate Diploma in Management Online
Skills you'll gain: Mergers & Acquisitions, Search Engine Marketing, Working Capital, Design Thinking, Operations Management, Business Valuation, Competitive Analysis, Manufacturing Operations, Business Strategy, Supply Chain Management, Digital Transformation, Consumer Behaviour, Persuasive Communication, Integrated Marketing Communications, Organizational Leadership, Organizational Change, Change Management, Financial Statement Analysis, Portfolio Management, Technical Consulting
Earn a degree
Degree · 1 - 4 Years
Status: New
Status: Free
Coursera Instructor Network
Strategic Leadership: Visionary Skills for Success
Skills you'll gain: Strategic Leadership, Business Leadership, Change Management, Organizational Change, Leadership, Organizational Leadership, Visionary, Decision Making, Communication, Culture Transformation, Organizational Strategy, Emotional Intelligence, Conflict Management
Intermediate · Course · 1 - 4 Weeks
O.P. Jindal Global University
MBA Business Analytics
Skills you'll gain: Data Storytelling, Operations Management, Design Thinking, Active Listening, Data Visualization, Environmental Social And Corporate Governance (ESG), Working Capital, Database Management, Sampling (Statistics), Project Estimation, Financial Statements, Business Analytics, Financial Accounting, Predictive Analytics, Big Data, Employee Performance Management, Marketing, Marketing Management, Business Economics, Emerging Technologies
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Master of Science in Data Science
Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, New Product Development, Field-Programmable Gate Array (FPGA), Delegation Skills, Sampling (Statistics), Failure Analysis, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Database Design, Unsupervised Learning, Supervised Learning, Goal Setting, Proposal Writing
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Accounting Foundations Graduate Certificate
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Extract, Transform, Load, Business Strategy, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Graduate Certificate in Taxation
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Extract, Transform, Load, Business Strategy, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Value Chain Management Graduate Certificate
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Extract, Transform, Load, Business Strategy, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax
Credit offered
Graduate Certificate · 6 - 12 Months