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

Status: New
Google Cloud
使用 BigQuery 机器学习推理功能
Skills you'll gain: Big Data, Data Analysis, Applied Machine Learning, Google Cloud Platform, Machine Learning, SQL
Beginner · Course · 1 - 4 Weeks
Pontificia Universidad Católica de Chile
Magíster en Business Analytics
Skills you'll gain: Database Design, Customer Analysis, Descriptive Analytics, People Analytics, Revenue Management, Web Scraping, Time Series Analysis and Forecasting, FinTech, Predictive Analytics, Statistical Reporting, Governance, Unsupervised Learning, Statistical Hypothesis Testing, Risk Analysis, Network Analysis, Digital Transformation, Cloud Security, Dimensionality Reduction, Sampling (Statistics), Deep Learning
Earn a degree
Degree · 1 - 4 Years
University of Michigan
Master of Public Health
Skills you'll gain: Motivational Interviewing, Epidemiology, Health Disparities, Spatial Analysis, Plot (Graphics), Program Evaluation, Sampling (Statistics), Mergers & Acquisitions, Child Health, Survey Creation, Growth Mindedness, Database Design, GIS Software, Variance Analysis, Risk Analysis, Environmental Policy, Spatial Data Analysis, Research Design, Data Collection, Statistical Modeling
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Magíster en Ciencia de Datos
Skills you'll gain: User Story, Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, People Analytics, Revenue Management, Web Scraping, Time Series Analysis and Forecasting, FinTech, Predictive Analytics, Statistical Reporting, Supervised Learning, Governance, Statistical Hypothesis Testing, Risk Analysis, Network Analysis, Digital Transformation, Exploratory Data Analysis, Cloud Security
Earn a degree
Degree · 1 - 4 Years
O.P. Jindal Global University
M.A. Public Policy
Skills you'll gain: Econometrics, Surveys, Environmental Laws, Sampling (Statistics), Social Sciences, Public Policies, Political Sciences, Data Collection, Health Disparities, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Presentations, International Relations, Diplomacy, Economics, Complex Problem Solving, Research Methodologies, Socioeconomics, Governance
Earn a degree
Degree · 1 - 4 Years
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, Dimensionality Reduction, Data Mining, Statistical Modeling, Predictive Modeling, Predictive Analytics, Advanced Analytics, Data Analysis, R Programming, Big Data, Analytics, Data Literacy, Data Visualization, Data-Driven Decision-Making, Visualization (Computer Graphics), Data Visualization Software, Statistical Visualization, Analytical Skills
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: Data Storytelling, Network Analysis, Data Visualization, Data Presentation, Predictive Modeling, Financial Data, Marketing Analytics, Strategic Decision-Making, Sales Territory Management, Marketing Management, Dashboard, Applied Machine Learning, Financial Statement Analysis, Random Forest Algorithm, Data Cleansing, Operations Research, Statistical Machine Learning, Natural Language Processing, Mathematical Modeling, Trend Analysis
Credit offered
Mastertrack · 6 - 12 Months
Status: New
Macquarie University
Data Security & Information Privacy
Skills you'll gain: Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Threat Modeling, Vulnerability Assessments, General Data Protection Regulation (GDPR), Data Governance, Cyber Risk, Data Ethics, Data Integrity, Encryption, Data Encryption Standard, Risk Management Framework, Network Security, Cryptography, Risk Modeling, Statistical Methods
Beginner · Course · 1 - 3 Months
Pontificia Universidad Católica de Chile
Certificado en Introducción a la Ciencia de Datos
Skills you'll gain: Predictive Analytics, Supervised Learning, Data Cleansing, Exploratory Data Analysis, Dimensionality Reduction, Unsupervised Learning, Data Science, Machine Learning Methods, Statistical Machine Learning, Descriptive Analytics, Regression Analysis, Data Visualization, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Data Processing, Data Literacy, Visualization (Computer Graphics), Data Visualization Software, Statistical Visualization
Credit offered
Mastertrack · 6 - 12 Months
Status: New
Google Cloud
데이터 분석가를 위한 BigQuery
Skills you'll gain: Looker (Software), SQL, Business Intelligence, Data Cleansing, Big Data, Data Manipulation, Data Pipelines, Data Analysis, Data Visualization Software, Data Transformation, Google Sheets, Extract, Transform, Load, Data Processing, Data Integration, Data Storage Technologies, Data Import/Export
Intermediate · Course · 1 - 3 Months
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, Machine Learning, Google Cloud Platform
Intermediate · Course · 1 - 3 Months
O.P. Jindal Global University
M.A. in International Relations, Security, and Strategy
Skills you'll gain: Diplomacy, Surveys, Intelligence Collection and Analysis, Risk Mitigation, Environmental Laws, Environment, Qualitative Research, Sampling (Statistics), R Programming, Environmental Issue, Political Sciences, Economic Development, International Relations, Cybersecurity, Socioeconomics, Governance, Mitigation, Public Safety and National Security, Social Studies, Social Sciences
Earn a degree
Degree · 1 - 4 Years