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

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Explore the Statistical Analysis Course Catalog

Status: New
Coursera Instructor Network
Microsoft Copilot for Power BI: AI-Powered Report Insights
Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Data Modeling, Business Intelligence, Microsoft Excel, Data Visualization Software, Microsoft Copilot, Data Integration, Interactive Data Visualization, Data-Driven Decision-Making, Data Manipulation, Data Transformation, Data Cleansing, ChatGPT
Intermediate · Course · 1 - 4 Weeks
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 Visualization, Data Mining, Dimensionality Reduction, Data Analysis, R Programming, Scientific Visualization, Statistical Modeling, Big Data, Data-Driven Decision-Making, Data Visualization Software, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Regression Analysis, Statistical Visualization
Credit offered
Mastertrack · 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, Data Presentation, Marketing Analytics, Cash Flows, Product Marketing, Matplotlib, Financial Data, Financial Statement Analysis, Portfolio Management, Data Cleansing, Advertising, Applied Machine Learning, Statistical Machine Learning, Random Forest Algorithm, Operations Research, Natural Language Processing, Mathematical Modeling, Systems Analysis
Credit offered
Mastertrack · 6 - 12 Months
Status: Free Trial
Microsoft
Microsoft SQL Server
Skills you'll gain:
Beginner · Professional Certificate · 1 - 3 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, Data Visualization, Dimensionality Reduction, Data Science, Descriptive Analytics, Supervised Learning, Regression Analysis, Scientific Visualization, Data-Driven Decision-Making, Data Processing, Time Series Analysis and Forecasting, Pandas (Python Package), Data Visualization Software, Statistical Machine Learning, Data Manipulation, Statistical Visualization, Machine Learning
Credit offered
Mastertrack · 6 - 12 Months
Pontificia Universidad Católica de Chile
Magíster en Business Analytics
Skills you'll gain: Revenue Management, Customer Analysis, Descriptive Analytics, FinTech, Database Design, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Statistical Reporting, Digital Transformation, Deep Learning, Risk Analysis, Bayesian Statistics, Cloud Security, Network Model, Data Visualization, Assertiveness, Web Scraping, Governance
Earn a degree
Degree · 1 - 4 Years
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, Data Visualization
Earn a degree
Degree · 1 - 4 Years
Status: Free Trial
Microsoft
Relational Database Design and Advanced Querying
Skills you'll gain:
Beginner · Course
Status: New
Coursera Instructor Network
Alteryx Mastery: Data Analytics & Workflow Automation
Skills you'll gain: Data Import/Export, Alteryx, Data Visualization, Business Analytics, Data Governance, Workflow Management, Operational Efficiency, Data Cleansing, Data Management, Data Manipulation, Data Transformation, Data Analysis, Business Process Automation, Data Integration, Automation
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Microsoft
Indexing, Performance Optimization & Functions in SQL Server
Skills you'll gain:
Beginner · Course
Status: New
Coursera
Instagram Analytics: Optimize Performance
Skills you'll gain: Instagram, Content Performance Analysis, Social Media, Social Media Marketing, Marketing Analytics, Content Strategy, Strategic Decision-Making, Key Performance Indicators (KPIs), Brand Awareness, Competitive Analysis, Drive Engagement
Beginner · Course · 1 - 4 Weeks
University of Michigan
Master of Public Health
Skills you'll gain: Motivational Interviewing, Epidemiology, Health Disparities, Plot (Graphics), Program Evaluation, Sampling (Statistics), Mergers & Acquisitions, Child Health, Survey Creation, Database Design, Variance Analysis, Risk Analysis, Environmental Policy, Spatial Data Analysis, Research Design, Data Collection, Statistical Modeling, Spatial Analysis, Growth Mindedness, Health Policy
Earn a degree
Degree · 1 - 4 Years

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In summary, here are 10 of our most popular statistical analysis courses

Microsoft Copilot for Power BI: AI-Powered Report Insights: Coursera Instructor Network
Certificado en Modelos Analíticos para la Toma de Decisiones de Negocio: Pontificia Universidad Católica de Chile
Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
Microsoft SQL Server: Microsoft
Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
Magíster en Business Analytics: Pontificia Universidad Católica de Chile
Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
Relational Database Design and Advanced Querying: Microsoft
Alteryx Mastery: Data Analytics & Workflow Automation: Coursera Instructor Network
Indexing, Performance Optimization & Functions in SQL Server: Microsoft

Statistical Analysis Courses Online