Regression Analysis Courses and Certifications

Packt Microcredential

R Ultimate 2023 - R for Data Science and Machine Learning

Master R programming for data science and machine learning, covering fundamentals to advanced techniques in statistical analysis, visualization, and AI applications.

• Coursera
• On-Demand
• Paid Course

Packt

120 Quick Stata Tips

Master 120 Stata tips for efficient data management, advanced statistics, streamlined programming, and impactful visualizations. Enhance your skills in handling complex datasets, creating publication-quality outputs, and optimizing workflows.

• Coursera
• 4 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

S.P. Jain Institute of Management and Research

Data Analysis

Unlock data's power for business success. Master analysis techniques, Excel tools, and real-world applications. Develop skills in statistics, probability, hypothesis testing, ANOVA, and regression for informed decision-making and competitive advantage.

• Coursera
• 15 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Coursera Instructor Network

Advanced Quantitative Statistics with Excel

Master advanced Excel techniques for complex data analysis, including regression and hypothesis testing. Apply skills to real-world scenarios in marketing and manufacturing to drive informed business decisions.

• Coursera
• 2 hours 3 minutes
• On-Demand
• Paid Course

Packt

Regression Analysis for Statistics & Machine Learning in R

Enhance regression analysis skills in R: from OLS to advanced techniques like GLMs, non-linear models, and machine learning approaches. Practical implementation and result interpretation included.

• Coursera
• 10 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

This course complements the Coursera Basic Statistics course and is roughly based on the syllabus used by at the University of Amsterdam.

• DataCamp
• On-Demand
• Free Trial Available

This course complements the course on Inferential Statistics at Coursera.

• DataCamp
• On-Demand
• Free Trial Available

Welcome to the 3rd course in our series on causal inference concepts and methods created by Duke University with support from eBay, Inc.

• DataCamp
• On-Demand
• Free Trial Available

Microcredential

Google Advanced Data Analytics

Expand your data analytics skills with hands-on projects using Jupyter Notebook, Python, and Tableau. Prepare for senior roles through advanced topics like machine learning and predictive modeling.

• Coursera
• On-Demand
• Paid Course
• 7 courses

FA19: Statistical Modeling and Regression Analysis

An introduction to commonly used linear regression models along with detailed implementation of the models within real data examples using the R statistical software.

• edX
• 16 weeks, 8-10 hours a week
• Finished
• Free Online Course (Audit)

Working with SPSS

5 reviews

Learn to use SPSS for data analysis: from data entry and import to advanced statistical techniques like ANOVA, regression, and correlation. Master creating charts and formatting outputs.

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

Academic Lesson

SPSS Tutorial for Data Analysis - SPSS for Beginners

4 reviews

Comprehensive SPSS tutorial covering various statistical analyses, from basic tests to advanced regression techniques. Ideal for beginners seeking practical data analysis skills using IBM SPSS Statistics.

• YouTube
• 2 hours 31 minutes
• On-Demand
• Free Video

Data Science for Smart Cities

Learn various scientific techniques that will allow the analysis, inference and prediction of large-scale data (e.g. GPS vehicular data, social media data, mobile phone data, individual social network data etc.) that are present in city networks.

• edX
• 16 weeks, 6-9 hours a week
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Madras

Biostatistics and Design of Experiments

2 reviews

The course encompasses topics such as distribution of data, sample size, tests of significance, data reduction, regression analysis, comparison of performance of drugs in clinical trials, design of experiments, screening and second order designs.

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

Great Learning

Data Mining for Beginners - Learn Data Mining

2 reviews

This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

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