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

H2O.ai
H2O Generative AI Starter Track
Skills you'll gain: Generative AI, Document Management, Artificial Intelligence, Technical Communication, Application Programming Interface (API), Machine Learning, System Configuration, Natural Language Processing
Intermediate · Course · 1 - 3 Months
Google Cloud
Responsible AI for Developers: Fairness & Bias - 日本語版
Skills you'll gain: Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Quality
Intermediate · Course · 1 - 3 Months
Google Cloud
Responsible AI for Developers: Interpretability & Transparency - 日本語版
Skills you'll gain: Data Ethics, Artificial Intelligence, Data Governance, Data Quality, Applied Machine Learning, Machine Learning, Technical Documentation, Software Documentation
Intermediate · Course · 1 - 4 Weeks
Google Cloud
MLOps with Vertex AI: Model Evaluation - 한국어
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Google Cloud Platform, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Machine Learning, Performance Tuning, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
IIT Guwahati
Bachelor of Science in Data Science & AI
Skills you'll gain: Package and Software Management, Linear Algebra, Data Structures, Data Warehousing, Database Management, Database Theory, Writing, Algorithms, Spreadsheet Software, Matplotlib, Econometrics, R Programming, Text Mining, Java, Artificial Intelligence, C (Programming Language), Probability, Statistical Hypothesis Testing, Operations Research, Systems Analysis
Earn a degree
Degree · 1 - 4 Years
University of London
Bachelor of Science in Marketing
Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Customer Retention, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Training and Development, Virtual Teams, Databases, Cost Accounting, International Finance, Research, Team Management, Economic Development, Cultural Diversity
Earn a degree
Degree · 1 - 4 Years
University of London
Bachelor of Science in Business Administration
Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Process Mapping, Customer Retention, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Training and Development, Virtual Teams, Databases, Cost Accounting, International Finance, Research, Team Management, Economic Development, Cultural Diversity
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Certificado en Toma de Decisiones Basadas en Datos
Skills you'll gain: Descriptive Analytics, Business Analytics, Database Design, NoSQL, Statistical Reporting, SQL, Data Ethics, Digital Transformation, Query Languages, Data Mining, Databases, Data Analysis, R Programming, Big Data, Data-Driven Decision-Making, Predictive Analytics, Organizational Structure, Business Transformation, Organizational Strategy, Value Propositions
Credit offered
Mastertrack · 6 - 12 Months
IIT Roorkee
Executive MBA
Skills you'll gain: New Product Development, Mergers & Acquisitions, Capital Budgeting, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Innovation, Succession Planning, Management Accounting, FinTech, Supply Chain Management, Statistical Process Controls, Go To Market Strategy, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule, Project Portfolio Management, Financial Statement Analysis
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Certificado en Gestión y Políticas en Salud Pública
Skills you'll gain: Epidemiology, Descriptive Analytics, Business Analytics, Biostatistics, Gerontology, Digital Transformation, Health Systems, Descriptive Statistics, Assertiveness, Statistical Hypothesis Testing, Leadership, Health Administration, Infectious Diseases, Object Oriented Programming (OOP), Policy Analysis, Preventative Care, Social Justice, Program Evaluation, Occupational Safety and Health Administration (OSHA), Environmental Monitoring
Credit offered
Mastertrack · 6 - 12 Months
Pontificia Universidad Católica de Chile
Magíster en Salud Pública Global
Skills you'll gain: Epidemiology, Descriptive Analytics, Biostatistics, Statistical Reporting, Gerontology, Digital Transformation, Sampling (Statistics), Health Systems, Cloud Security, Descriptive Statistics, Assertiveness, Infectious Diseases, Object Oriented Programming (OOP), Business Analytics, Policy Analysis, Preventative Care, Social Justice, Program Evaluation, Occupational Safety and Health Administration (OSHA), Environmental Monitoring
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Instructional Design MasterTrack® Certificate
Skills you'll gain: Process Improvement, Supply Chain Management, Operations Management, Supply Chain Planning, Statistical Process Controls, Change Management, Materials Management, Learning Theory, Business Process Improvement, Continuous Improvement Process, Instructional Design, Process Capability, Course Development, Emerging Technologies, Augmented and Virtual Reality (AR/VR), Project Management, Technology Strategies, Augmented Reality, Design Strategies, Collaboration
Credit offered
Mastertrack · 6 - 12 Months