Linear Regression Courses and Certifications

ANOVA and Experimental Design

21 ratings at Coursera

Explore ANOVA, ANCOVA, and experimental design for data science applications. Learn key concepts like randomization, blocking, and factorial design to conduct meaningful experiments and analyze results.

• Coursera
• 1 day 15 hours 57 minutes
• Self-Paced
• Paid Course

Regression and Classification

18 ratings at Coursera

Explore statistical modeling concepts, including regression, classification, and unsupervised techniques. Learn when to use specific models, how to tune them, and understand trade-offs for informed decision-making.

• Coursera
• 1 day 10 hours 50 minutes
• Self-Paced
• Paid Course

Enjoyable Econometrics

146 ratings at Coursera

Discover how econometric methods solve real-world questions through data collection and analysis. Learn to adapt models for various scenarios and apply techniques to unconventional settings.

• Coursera
• 2 hours 14 minutes
• Self-Paced
• Paid Course

Statistics and Data Analysis with Excel, Part 2

10 ratings at Coursera

Explore advanced statistical techniques using Excel, including hypothesis testing, regression analysis, and ANOVA. Build on foundational concepts to enhance data analysis skills.

• Coursera
• 21 hours 11 minutes
• Self-Paced
• Paid Course

Regression Analysis

10 ratings at Coursera

Master regression analysis techniques to model relationships, prevent overfitting, and make data-driven decisions. Explore linear and polynomial regression, regularization, cross-validation, and ensemble methods through hands-on practice.

• Coursera
• 1 day 16 hours 1 minute
• Self-Paced
• Paid Course

Statistics and Data Analysis with R

Master statistical analysis using RStudio through hands-on practice with probability, hypothesis testing, regression, and ANOVA. Learn to manipulate data, create visualizations, and perform complex calculations using R programming.

• Coursera
• 3 days 23 hours 28 minutes
• Self-Paced
• Paid Course

Modeling Climate Anomalies with Statistical Analysis

Learn to model climate data using statistical analysis in Python, covering data visualization, predictive modeling, and regression techniques with emphasis on practical application to climate datasets.

• Coursera
• 7 hours 21 minutes
• Self-Paced
• Paid Course

Interventions and Calibration

56 ratings at Coursera

Learn to model infectious disease interventions, including vaccination effects, and calibrate SIR models to real-world epidemic data using least-squares and maximum-likelihood approaches in R.

• Coursera
• 1 day 8 minutes
• Self-Paced
• Paid Course

Marketing Analytics: Forecasting Models with Excel

2302 ratings at Udemy

Master Marketing Analytics| Forecasting and Time Series analysis | Sales Forecasting| Build Forecasting models in Excel

• Udemy
• 6 hours 28 minutes
• Self-Paced
• Paid Course

Regression Modeling for Marketers

Elevate marketing skills with regression analysis, data visualization, and advanced statistical techniques for quantifying, explaining, and predicting marketing outcomes and consumer behavior.

• Coursera
• 19 hours 9 minutes
• Self-Paced
• Paid Course

ExcelIsFun

Excel Business Analytics - Forecasting, Linear Programming, Simulation and More

2 ratings

Master Excel business analytics through forecasting, linear programming, Monte Carlo simulation, Power Query data transformation, and statistical modeling techniques.

• YouTube
• 19 hours 18 minutes
• Self-Paced
• Free Video

Introduction to Statistical Analysis: Hypothesis Testing

176 ratings at Coursera

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.

• Coursera
• 10 hours 17 minutes
• Self-Paced
• Paid Course

Excel Regression Models for Business Forecasting

112 ratings at Coursera

Explore regression models for business forecasting, from simple to complex. Learn to create, evaluate, and apply various models to generate valuable business intelligence and predictions.

• Coursera
• 9 hours 6 minutes
• Self-Paced
• Paid Course

Marketing Analytics & Retail Business Management using Excel

1825 ratings at Udemy

Retail analytics using MS Excel - Covering Forecasting, Market Basket, RFM, Customer Valuation & Price Bundling

• Udemy
• 7 hours 54 minutes
• Self-Paced
• Paid Course

Machine Learning and Deep Learning Bootcamp in Python

1666 ratings at Udemy

Machine Learning, Neural Networks, Deep Learning and Reinforcement Learning, GAN in Keras and TensorFlow

• Udemy
• 1 day 7 hours 27 minutes
• Self-Paced
• Paid Course