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: Free Trial
University of Colorado Boulder
Modeling and Control of Power Electronics
Skills you'll gain: Power Electronics, Electrical Engineering, Electronic Systems, Control Systems, Electrical Power, Electronics Engineering, Electric Power Systems, Simulations, Mathematical Modeling, Semiconductors, Matlab, Engineering Analysis, Electrical Equipment, Systems Analysis, Electronics, Simulation and Simulation Software, Design Specifications
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
150 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
Wesleyan University
Data Management and Visualization
Skills you'll gain: Descriptive Statistics, Data Manipulation, Data Presentation, Data Management, Data Literacy, Graphing, SAS (Software), Peer Review, Data Analysis, Statistics, Research Reports, Exploratory Data Analysis, Python Programming
4.4
Rating, 4.4 out of 5 stars
937 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
IBM
Business Intelligence (BI) Essentials
Skills you'll gain: Business Intelligence, Data-Driven Decision-Making, Data Mining, Business Analytics, Data Analysis, Statistical Visualization, Data Management, Data Collection, Data Warehousing, Data Wrangling, Extract, Transform, Load, Data Visualization Software, Data Transformation, Key Performance Indicators (KPIs)
4.7
Rating, 4.7 out of 5 stars
312 reviews
Beginner · Course · 1 - 3 Months
National Taiwan University
Operations Research (1): Models and Applications
Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Business Modeling, Industrial Engineering, Business Analytics, Production Planning, Inventory Management System, Microsoft Excel, Scheduling, Linear Algebra
4.8
Rating, 4.8 out of 5 stars
545 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Precalculus through Data and Modelling
Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, Analytical Skills, R Programming, General Mathematics, Statistics, Algebra, Systems Of Measurement, Correlation Analysis, Regression Analysis, Calculus, Geometry
4.7
Rating, 4.7 out of 5 stars
304 reviews
Beginner · Specialization · 3 - 6 Months
Insper
Introdução ao Marketing Analítico
Skills you'll gain: Marketing Analytics, Data Collection, Analytical Skills, Data Analysis, Marketing, Quantitative Research, Market Research, Data-Driven Decision-Making, Customer Insights, Statistical Methods, Market Data, Consumer Behaviour, Brand Strategy
4.7
Rating, 4.7 out of 5 stars
798 reviews
Mixed · Course · 1 - 3 Months
Status: New
Status: Free Trial
Vanderbilt University
AI Agents and Agentic AI with Python & Generative AI
Skills you'll gain: Generative AI Agents, Python Programming, Agentic systems, Generative AI, Artificial Intelligence, OpenAI, ChatGPT, Prompt Engineering, Software Development Tools, Application Development, Prototyping, Automation, Large Language Modeling, Interoperability, Systems Integration, Software Documentation, Design Strategies, File Management
4.7
Rating, 4.7 out of 5 stars
109 reviews
Beginner · Course · 1 - 3 Months
University of Cape Town
Julia Scientific Programming
Skills you'll gain: Box Plots, Jupyter, Statistical Analysis, Data Visualization, Scientific Visualization, Exploratory Data Analysis, Descriptive Statistics, Data Manipulation, Data Science, Other Programming Languages, Data Import/Export, Computer Programming, Mathematical Modeling, Package and Software Management
4.4
Rating, 4.4 out of 5 stars
433 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
SAP
Understanding the Enterprise Systems Environment
Skills you'll gain: Digital Transformation, Cloud Computing Architecture, Systems Design, Cloud Computing, SAP Applications, Cybersecurity, Software As A Service, Systems Analysis, Enterprise Architecture, Enterprise Resource Planning, Business Technologies, Data Modeling, Business Process Automation, Application Development
4.7
Rating, 4.7 out of 5 stars
204 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Imperial College London
Measuring Disease in Epidemiology
Skills you'll gain: Epidemiology, Public Health, Preventative Care, Biostatistics, Program Evaluation, General Medical Tests and Procedures, Probability & Statistics, Risk Analysis, Quantitative Research, Health Policy, Science and Research, Statistical Methods, Research
4.7
Rating, 4.7 out of 5 stars
770 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Data and Health Indicators in Public Health Practice
Skills you'll gain: Epidemiology, Public Health, Health Policy, Health Care, Infectious Diseases, Health Information Management, Data Analysis, Program Evaluation, Data Collection, Descriptive Analytics, Statistical Methods
4.7
Rating, 4.7 out of 5 stars
1.2K reviews
Beginner · Course · 1 - 4 Weeks
Georgia Institute of Technology
Linear Circuits 2: AC Analysis
Skills you'll gain: Electrical Engineering, Basic Electrical Systems, Electronics, Electronic Systems, Power Electronics, Electronic Components, Network Analysis, Engineering Analysis, Mathematical Modeling, Engineering Calculations
4.7
Rating, 4.7 out of 5 stars
761 reviews
Intermediate · Course · 1 - 3 Months