Regression Analysis Courses and Certifications

Intro to Statistics

39 reviews

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Regression Models

33 reviews

Learn regression analysis, least squares, and inference using regression models. Explore ANOVA, ANCOVA, model selection, and scatterplot smoothing. Offered by Johns Hopkins University. 4 weeks long.

• Coursera
• 54 hours
• On-Demand
• Free Online Course (Audit)

Marketing Analytics

12 reviews

Learn to interpret consumer data, optimize marketing campaigns, and predict outcomes with this 5-week course from the University of Virginia.

• Coursera
• 16 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Customer Analytics

17 reviews

Explore customer analytics with the University of Pennsylvania's 5-week course. Learn data collection methods, predictive tools, and how analytics inform business decisions.

• Coursera
• 11 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Spreadsheets and Models

6 reviews

Learn to harness the power of spreadsheets for data analysis in this 4-week course by the University of Pennsylvania. Gain skills in Excel or Sheets for building models and decision trees.

• Coursera
• 5 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Supply Chain Analytics

141 ratings at edX

Master and apply the core methodologies used in supply chain analysis and modeling, including statistics, regression, optimization and probability ​- part of the MITx Supply Chain Management MicroMasters Credential.

• edX
• 15 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)

Using Language Models to Understand Wage Premia

Stanford University offers a brief seminar on using NLP techniques to predict salaries from job postings, providing insights into wage premia.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Wharton Business and Financial Modeling Capstone

477 ratings at Coursera

A 5-week course by the University of Pennsylvania, teaching business strategy based on data modeling. Includes decision-making skills and professional presentation creation.

• Coursera
• 13 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Multiple Regression Analysis in Public Health

288 ratings at Coursera

Explore biostatistics with Johns Hopkins University's 4-week course. Learn multiple regression analysis, data interpretation, and various methods in public health research.

• Coursera
• 14 hours
• On-Demand
• Free Online Course (Audit)

Topics in Mathematics with Applications in Finance (Fall 2013)

2 reviews

The purpose of the class is to expose students to the mathematical concepts and techniques used in the financial industry. Mathematics lectures are mixed with lectures illustrating the corresponding application in the financial industry.

• MIT OpenCourseWare
• 32 hours
• On-Demand
• Free Online Course

What are the Chances? Probability and Uncertainty in Statistics

14 ratings at Coursera

Learn to measure and interpret statistical uncertainty with Johns Hopkins University's 4-week course. Master probability rules, hypothesis testing, and regression context.

• Coursera
• 10 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science Fundamentals

Learn key data science skills with UC Irvine's 17-week course. Covers analytics, data mining, statistical modeling, big data manipulation, and natural language processing.

• Coursera
• 17 weeks, 1 hour a week
• On-Demand
• Paid Course
• 4 courses

Predictive Modeling, Model Fitting, and Regression Analysis

59 ratings at Coursera

Explore predictive modeling, model fitting, and regression analysis in this 4-week course from the University of California, Irvine. Gain hands-on experience in developing a linear regression model.

• Coursera
• 4 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Accounting Data Analytics

Master data analytics, Python, and machine learning in an accounting context with this 30-week course from the University of Illinois at Urbana-Champaign.

• Coursera
• 30 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Applying Data Analytics in Marketing

148 ratings at Coursera

Learn marketing analytics with a variety of tools in a 4-week course from the University of Illinois, aimed at enhancing marketing decisions through data analysis.

• Coursera
• 14 hours 31 minutes
• On-Demand
• Free Online Course (Audit)