Linear Regression Courses and Certifications

Python for Data Science Bootcamp (Live Online)

686 ratings at CourseHorse

Master Python programming for data science and unlock the potential of machine learning.

• CourseHorse
• On-Demand
• $1,495.00

Python Machine Learning Bootcamp (Live Online)

686 ratings at CourseHorse

Master the practical skills needed to solve real-world problems with machine learning.

• CourseHorse
• On-Demand
• $1,895.00

The Analytics Edge (Spring 2017)

4 reviews

This course presents real-world examples in which quantitative methods provide a significant competitive edge that has led to a first order impact on some of today's most important companies.

• MIT OpenCourseWare
• 16 hours
• On-Demand
• Free Video

Sales Analytics: Sales Analysis & Modeling using Excel

618 ratings at Udemy

Unlock the Power of Data: Master sales analytics techniques & build analytical models in Excel for Improved Performance

• Udemy
• 4 hours 51 minutes
• On-Demand
• Paid Course

Regression Analysis: Simplify Complex Data Relationships

589 ratings at Coursera

Explore predictive modeling techniques to uncover complex data relationships, from linear and logistic regression to ANOVA, enhancing your ability to extract valuable insights for data-driven decision-making.

• Coursera
• 1 day 3 hours 47 minutes
• On-Demand
• Paid Course

Statistics: A Step-by-step Introduction

579 ratings at Udemy

Lessons and examples from a former Google data scientist to master hypothesis tests, confidence intervals, and more

• Udemy
• 10 hours 4 minutes
• On-Demand
• Paid Course

Bayesian Statistics: Techniques and Models

495 ratings at Coursera

Expand your Bayesian toolbox with advanced models and MCMC methods. Learn to construct, fit, assess, and compare sophisticated statistical models using R and JAGS for real-world data analysis.

• Coursera
• 1 day 5 hours 37 minutes
• On-Demand
• Paid Course

Excel for Data Science and Machine Learning

573 ratings at Udemy

Perform Machine Learning and Advanced Statistical Analysis On Your Own - Even If You Don't Code! 100% in Excel

• Udemy
• 5 hours 54 minutes
• On-Demand
• Paid Course

Microcredential

Data Analysis with R

Comprehensive R-based data analysis program covering probability, inference, regression, and Bayesian statistics. Develop practical skills for data visualization, wrangling, and reproducible reporting.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Data Visualization and Modeling in Python

Master data visualization and modeling techniques using matplotlib, KNN classification, and regression analysis to create impactful insights and professional-quality plots for real-world data science applications.

• Coursera
• 1 day 8 hours 14 minutes
• On-Demand
• Paid Course

Data Modeling and Prediction with R

Master linear and logistic regression in R to build predictive models, interpret relationships, and quantify uncertainty for data-driven decision making.

• Coursera
• 11 hours
• On-Demand
• Paid Course

Microcredential

Data Analysis with R

Master data analysis through R programming, from basic probability to advanced statistical modeling, while learning to create compelling visualizations and reproducible reports for informed decision-making.

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

IIT Kanpur;  NPTEL

Essentials of Data Science With R Software-2: Sampling Theory and Linear Regression Analysis

Explore sampling theory and linear regression analysis using R software. Learn essential statistical tools for data science, including simple and stratified random sampling, bootstrap methodology, and LASSO regression.

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

Statistical Learning with Python

Master statistical learning fundamentals through hands-on Python implementation, covering regression, classification, neural networks, and unsupervised methods without heavy mathematics.

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

Statistical Learning with R

Master supervised and unsupervised learning techniques using R, from linear regression to deep learning, with hands-on implementation of modern data science methods.

• YouTube
• 20 hours 28 minutes
• On-Demand
• Free Video