Regression Analysis Courses and Certifications

11 Useful Tips for Regression Analysis

120 ratings at LinkedIn Learning

Move past the basics of regression analysis and learn how to build models for prediction and forecasting, and for inferring causal relationships between variables.

• LinkedIn Learning
• 56 minutes
• On-Demand
• Free Trial Available

IISER Pune;  NPTEL

Regression Analysis

Learn powerful regression analysis techniques for predicting future outcomes. Master simple and multiple linear regression, model assumptions, dummy variables, polynomial regression, and generalized linear models.

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

Introduction to Statistics without Maths: Regressions

Build your statistics literacy with this flexible, online introduction to regressions from the University of Lincoln.

• FutureLearn
• 2 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)

Great Learning

Regression Analysis - Regression Coefficients - Machine Learning for Beginners

In this tutorial, we have covered all the important topics such as, What is Linear regression, How it works, What are its advantages, and much more that will help you to understand this concept with ease.

• YouTube
• 4 hours 57 minutes
• On-Demand
• Free Video

Simons Institute

High Dimensional Robust Sparse Regression

Explore advanced techniques for robust sparse regression in high-dimensional data, focusing on sublinear algorithms and nearest-neighbor search methods.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Simons Institute

Efficient Algorithms for Outlier-Robust Regression

Explore advanced techniques for outlier-robust regression, focusing on efficient algorithms and their applications in high-dimensional statistics and machine learning.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

Comprehensive exploration of regression analysis, covering linear and logistic techniques. Learn to leverage data relationships for informed decision-making in various business contexts.

• YouTube
• 4 hours 57 minutes
• On-Demand
• Free Video

Simons Institute

Fast Algorithms for Regression Problems

Explore efficient algorithms for p-norm regression, overcoming challenges in large-scale data analysis and optimization with recent breakthroughs and generalizable techniques.

• YouTube
• 49 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Sampling Distribution and Statistical Inference of Regression Coefficient

Explore sampling distributions of regression coefficients and conduct statistical inference to enhance your understanding of regression analysis.

• YouTube
• 45 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Hands-on with R: Regression Modeling and Feature Selection - Part 5

Fit regression models to temperature data, apply stepwise variable selection, and choose the best model using out-sample RMSE. Enhance skills in feature engineering and dimension reduction.

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

Gautam Varde

Regression Analysis - Advanced Mathematics for Engineering and Business

Explore regression analysis, its applications, and solve numerical problems in this advanced mathematics tutorial for engineering and business students.

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

【みやもと統計講座】統計学ベーシック講座その２【相関分析・回帰分析】

1978 ratings at Udemy

統計学の基礎を学べるベーシック講座「その２」です。統計学を用いたデータ分析の基礎となる「相関分析・回帰分析」について豊富な図を用いて説明していきます。相関分析や回帰分析という一生モノのスキルをぜひこの機会に一緒に身につけましょう！

• Udemy
• 5 hours 5 minutes
• On-Demand
• Paid Course

Beijing Jiaotong University

回归分析

线性统计模型是现代统计学中应用最为广泛的模型之一，而且也是其它统计模型研究或者应用的基础。掌握了线性模型的理论，也就掌握了统计的核心内容。

• XuetangX
• On-Demand
• Free Online Course

Great Learning

Regression Analysis in Hindi

रिग्रेशन विश्लेषण की मूल अवधारणाओं और उपयोग को समझें। लीनियर और लॉजिस्टिक रिग्रेशन के सिद्धांत और पायथन में प्रैक्टिकल डेमो शामिल हैं।

• YouTube
• 1 hour 55 minutes
• On-Demand
• Free Video

CIMPA UCR

Regresión Bridge Ajustada Mediante SURE

Explora la regresión Bridge ajustada con SURE, una técnica avanzada de análisis estadístico para mejorar la precisión en modelos predictivos.

• YouTube
• 32 minutes
• On-Demand
• Free Video