Regression Analysis Courses and Certifications

jamovi for Data Analysis - Full Tutorial

2 reviews

Comprehensive tutorial on using jamovi for data analysis, covering data wrangling, exploration, statistical tests, regression, and factor analysis. Ideal for beginners transitioning from SPSS to R-based analytics.

• freeCodeCamp
• 4-5 hours
• On-Demand
• Free Video

Predictive Analytics

Learn to predict future business events using statistical models and data analysis techniques for effective decision-making and competitive advantage in various industries.

• Swayam
• 6 weeks
• On-Demand
• Free Online Course

MCO-03: Research Methodology and Statistical Analysis

1 review

The Objective of this course to pay awareness to the most important aspect of Research i.e. Research Methodology. It will enable the Researchers to build up the most suitable methodology for their Research Studies.

• Swayam
• 16 weeks
• On-Demand
• Free Online Course

NPTEL;  IIT Kanpur

Linear Regression Analysis and Forecasting

1 review

The accuracy of forecasting depends upon the goodness of obtained model. What are the steps and checks required to obtain a good model and in turn, how to do forecasting is being aimed to be taught in this course.

• YouTube
• 12 hours
• On-Demand
• Free Video

IIT Roorkee;  NPTEL

Marketing Research and Analysis-II

1 review

Practical approach to marketing research and data analysis using SPSS and AMOS. Covers multivariate techniques, hypothesis testing, regression, factor analysis, and SEM for researchers and industry practitioners.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Undergraduate Econometrics

1 review

Comprehensive exploration of econometrics, from basic concepts to advanced regression analysis, emphasizing estimator properties, hypothesis testing, and time series analysis.

• YouTube
• 18 hours
• On-Demand
• Free Video

Biostatistics and Research Methodology

1 review

Comprehensive exploration of biostatistics and research methodology, covering statistical concepts, sampling techniques, hypothesis testing, and research design for pharmacy students.

• YouTube
• 19 hours
• On-Demand
• Free Video

Ceteris paribus, selection bias, randomized trials, regression, instrumental variables, regression discontinuity, diff-in-diff, and more.

• Marginal Revolution University
• 3-4 hours
• On-Demand
• Free Online Course

Statistics

1 review

Comprehensive exploration of statistical concepts, from basics to advanced topics, covering descriptive and inferential statistics, probability, distributions, hypothesis testing, and various statistical tests.

• YouTube
• 5 hours
• On-Demand
• Free Video

Quantitative Methods

1 review

Explore regression analysis and difference-in-differences methodology using R, with a focus on the Minimum Legal Drinking Age example.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

NPTEL;  IIT Roorkee

Data Analytics with Python

Learn Python-based data analytics, covering statistics, probability, hypothesis testing, regression, ANOVA, clustering, and decision trees. Gain practical skills for data-driven decision making and statistical analysis.

• YouTube
• 1 day 4 hours
• On-Demand
• Free Video

University of Pennsylvania;  Wharton Microcredential

Marketing Analytics: Data Tools and Techniques

Learn how to measure, manage and analyze customer data to make effective marketing decisions.

• edX
• 6 weeks, 3-4 hours a week
• On-Demand
• Paid Course

NPTEL;  IIT Madras

Introduction to Probability and Statistics

This course is aimed at being a pre-term or a preparatory course for probability and statistics. It is very basic and introduces the students to the understanding of data and measuring associations. It also introduces the concepts of probability and dist…

• YouTube
• 9 hours
• On-Demand
• Free Video

Big Data Capstone Project

Further develop your knowledge of big data by applying the skills you have learned to a real-world data science project.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Statistics for Business

Learn statistical analysis for business decision-making, covering descriptive statistics, probability, sampling, hypothesis testing, ANOVA, and regression.

• California Community Colleges System
• 17 weeks, 3 hours a week
• 19th Aug, 2024
• Paid Course