What is statistical modeling?

Statistical modeling is the process of using statistics to analyze data and make it usable for decision-making and analysis. It involves using computer programs to pull out numbers from data sets, identify trends, make predictions, and understand different situations. Most statistical modeling results in charts, graphs, or other types of reports to explain the data.

Why is it important to learn statistical modeling?

It's important to learn statistical modeling for many reasons to comprehend related material as a student and fulfill work-related requirements. Students often need to learn it because it's used in many different academic fields to understand the material. Many occupations either involve doing statistical analysis or being able to use the output in order to make decisions. Because of the way that data is reported in the media, it's helpful for members of the general public to have some understanding of how statistical modeling works.

What are typical careers that use statistical modeling?

Typical careers that use statistical modeling are medical research, scientific research, and financial analysis, but it is a component of many different fields. People working in marketing and sales use statistical modeling to build forecasts and generate prospects. Business managers use it to make decisions and to share information. Academics use it to understand trends and patterns in their fields. Journalists use statistical modeling to present information in their stories. By turning data into usable information, including charts and graphs, statistical modeling can add value to many different fields. People who understand the fundamentals of quantitative modeling and statistical model can expect the skill to enhance their careers.

How can taking online courses on Coursera help me learn statistical modeling?

Taking online courses on Coursera can help you learn statistical modeling in different ways, depending on your interests and needs. Some courses cover the fundamentals of statistics, which may be helpful if you have little background in the area. Others look at how statistical modeling is done with different software packages, such as Python, Excel, or SAS. Many classes focus on the uses of statistical modeling in specific fields, such as artificial intelligence, finance, or history. All classes include projects that help you apply what you learn.

What are the benefits of taking an online Statistical Modeling course?

Online Statistical Modeling courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Modeling skills. Choose from a wide range of Statistical Modeling courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Modeling courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Modeling, 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 Modeling Courses - Learn Statistical Modeling Online

Explore the Statistical Modeling Course Catalog

Status: New
Google Cloud
Usar o BigQuery ML para inferência
Skills you'll gain: Analytics, Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Google Cloud Platform, Machine Learning Methods, SQL
Beginner · 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 Mining, Dimensionality Reduction, Statistical Modeling, Predictive Modeling, Predictive Analytics, Advanced Analytics, Data Analysis, R Programming, Big Data, Visualization (Computer Graphics), Business Intelligence, Analytics, Data Visualization, Data-Driven Decision-Making, Data Visualization Software, Statistical Visualization, Matplotlib
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 Visualization, Data Presentation, Interactive Data Visualization, Marketing Analytics, Financial Statement Analysis, Dashboard, Financial Data, Marketing Operations, Advertising, Applied Machine Learning, Analytics, Statistical Analysis, Random Forest Algorithm, Operations Research, Natural Language Processing, Mathematical Modeling, Trend Analysis
Credit offered
Mastertrack · 6 - 12 Months
Status: Free Trial
Microsoft
Exploratory Data Analysis and Visualization
Skills you'll gain:
Beginner · Course
University of Illinois at Urbana-Champaign
Business Analytics Graduate Certificate
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
Status: Free Trial
Microsoft
Relational Database Design and Advanced Querying
Skills you'll gain: Database Design, Data Warehousing, Star Schema, Microsoft SQL Servers, Relational Databases, SQL, Query Languages, Database Architecture and Administration, Data Modeling, Transact-SQL, Data Integrity, Business Intelligence, Generative AI, Data Visualization Software
Beginner · Course · 1 - 4 Weeks
University of Illinois at Urbana-Champaign
Mergers & Acquisitions Graduate Certificate
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
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, Diplomacy, International Relations, Economics, Complex Problem Solving, Immigration Law, Research Methodologies, Socioeconomics
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®
Skills you'll gain: Supervised Learning, Unsupervised Learning, Artificial Intelligence, Dimensionality Reduction, Probability & Statistics, Data Ethics, Machine Learning Methods, Linear Algebra, Reinforcement Learning, Machine Learning, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Algorithms, Natural Language Processing, Statistical Machine Learning, Predictive Modeling, Probability, Scikit Learn (Machine Learning Library), Statistics, Ethical Standards And Conduct
Credit offered
Mastertrack · 6 - 12 Months
HEC Paris
Executive MSc & MSc in Innovation and Entrepreneurship
Skills you'll gain: New Product Development, Research Methodologies, Intellectual Property, Innovation, Performance Measurement, Financial Modeling, Design Thinking, Value Propositions, Business Strategy, Private Equity, Social Media Strategy, Business Modeling, Team Building, Active Listening, Business Planning, Supplier Relationship Management, Ideation, Entrepreneurship, Stakeholder Engagement, Corporate Sustainability
Earn a degree
Degree · 1 - 4 Years
West Virginia University
Master of Science in Software Engineering
Skills you'll gain: Unified Modeling Language, Verification And Validation, Threat Modeling, Enterprise Architecture, Security Management, Secure Coding, Scope Management, Application Security, Financial Statements, Proposal Development, Cash Flows, Object Oriented Design, Requirements Analysis, Software Design, Security Requirements Analysis, Database Design, Software Visualization, Object Oriented Programming (OOP), Business Process Management, Mobile Development
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, Predictive Analytics, Data Analysis, R Programming, Big Data, Business Intelligence, Data-Driven Decision-Making, Organizational Structure, Business Transformation, Organizational Strategy, Technology Strategies
Credit offered
Mastertrack · 6 - 12 Months