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 Leeds
Master of Science in Data Science (Statistics)
Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Machine Learning, Statistical Methods, Classification And Regression Tree (CART), Exploratory Data Analysis, Planning, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Supervised Learning, Box Plots, Statistics, Decision Tree Learning, R Programming, Project Planning, Data Analysis, Artificial Intelligence, Linear Algebra, Mathematical Theory & Analysis
Earn a degree
Degree · 1 - 4 Years
Adobedx
Adobe Ecommerce Foundation
Skills you'll gain:
Beginner · Specialization · 1 - 3 Months
Pontificia Universidad Católica de Chile
Certificado en Modelos Analíticos para la Toma de Decisiones de Negocio
Skills you'll gain: Descriptive Analytics, Business Analytics, Statistical Reporting, Data Mining, Visualization (Computer Graphics), Dimensionality Reduction, Data Analysis, R Programming, Statistical Modeling, Big Data, Data-Driven Decision-Making, Data Visualization Software, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Regression Analysis, Statistical Visualization, Matplotlib
Credit offered
Mastertrack · 6 - 12 Months
Pontificia Universidad Católica de Chile
Certificado en Bases de la Salud Pública
Skills you'll gain: Epidemiology, Biostatistics, Health Systems, Descriptive Statistics, Statistical Hypothesis Testing, Infectious Diseases, Scientific Methods, Preventative Care, Statistical Methods, Probability & Statistics, Healthcare Industry Knowledge, Medical Science and Research, Research Design, Statistical Analysis, Quantitative Research, Science and Research, Research, Ethical Standards And Conduct, Primary Care, Economics, Policy, and Social Studies
Credit offered
Mastertrack · 6 - 12 Months
Pontificia Universidad Católica de Chile
Certificado en Introducción a la Ciencia de Datos
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Exploratory Data Analysis, Dimensionality Reduction, Data Science, Descriptive Analytics, Supervised Learning, Regression Analysis, Visualization (Computer Graphics), Data Visualization, Machine Learning Algorithms, Data-Driven Decision-Making, Data Processing, Time Series Analysis and Forecasting, Data Visualization Software, Statistical Machine Learning, Statistical Visualization, Machine Learning, Matplotlib
Credit offered
Mastertrack · 6 - 12 Months
University of London
Graduate Diploma in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Full-Stack Web Development, React Native, Agile Software Development, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Computer Graphics, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Data Processing, Web Development, Generative AI, Usability Testing
Credit offered
Graduate Certificate · 6 - 12 Months
University of London
Graduate Certificate in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Full-Stack Web Development, React Native, Agile Software Development, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Computer Graphics, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Data Processing, Web Development, Generative AI, Usability Testing
Credit offered
Graduate Certificate · 6 - 12 Months
Universidad de los Andes
Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®
Skills you'll gain: Network Analysis, Data Storytelling, Predictive Modeling, Marketing Analytics, Cash Flows, Matplotlib, Financial Data, Financial Statement Analysis, Portfolio Management, Data Cleansing, Advertising, Applied Machine Learning, Statistical Machine Learning, Machine Learning, Data Visualization, Random Forest Algorithm, Operations Research, Natural Language Processing, Mathematical Modeling, Systems Analysis
Credit offered
Mastertrack · 6 - 12 Months
University of Colorado Boulder
Power Electronics Graduate Certificate
Skills you'll gain: Computer Vision, Power Electronics, Debugging, Display Devices, Computer Displays, Image Analysis, Tensorflow, Engineering Documentation, Electronic Systems, Deep Learning, Artificial Neural Networks, Systems Design, Electrical Engineering, USB, Semiconductors, Technical Design, Software Design Documents, Computer Programming Tools, Test Engineering, Embedded Systems
Credit offered
Graduate Certificate · 6 - 12 Months
Pontificia Universidad Católica de Chile
Magíster en Ciencia de Datos
Skills you'll gain: Revenue Management, Data Ethics, Customer Analysis, Descriptive Analytics, FinTech, Database Design, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Statistical Reporting, Unsupervised Learning, Digital Transformation, Deep Learning, Risk Analysis, Bayesian Statistics, Exploratory Data Analysis, Cloud Security, Network Model, Assertiveness
Earn a degree
Degree · 1 - 4 Years
O.P. Jindal Global University
M.A. Public Policy
Skills you'll gain: Econometrics, Survey Creation, Environment, Sampling (Statistics), Social Sciences, Data Collection, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Presentations, International Relations, Diplomacy, Economics, Health Systems, Tax, Complex Problem Solving, Research Methodologies, Public Policies, Governance, Socioeconomics
Earn a degree
Degree · 1 - 4 Years
Google Cloud
Responsible AI for Developers: Fairness & Bias - Polski
Skills you'll gain: Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Open Source Technology, Google Cloud Platform, Machine Learning, Tensorflow
Intermediate · Course · 1 - 3 Months