Linear Regression Courses and Certifications

Python Machine Learning Bootcamp (Live Online)

686 ratings at CourseHorse

Build the practical abilities needed to tackle real-world problems through machine learning.

• CourseHorse
• Self-Paced
• $1,895.00

Python for Data Science Bootcamp (Live Online)

686 ratings at CourseHorse

Build Python programming for data science skills and tap into the potential of machine learning.

• CourseHorse
• Self-Paced
• $1,495.00

Data Analyst Skillpath: Zero to Hero in Excel, SQL & Python

7809 ratings at Udemy

(with Gen AI updates) Begin data analytics by learning Excel, SQL, Python, Analytics & ML concepts from scratch.

• Udemy
• 1 day 22 minutes
• Self-Paced
• Paid Course

Regression Analysis: Simplify Complex Data Relationships

599 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
• Self-Paced
• Paid Course

The Analytics Edge

4 ratings

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
• Self-Paced
• Free Video

Bayesian Statistics: Techniques and Models

497 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
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Career Certificate

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
• Self-Paced
• Paid Course
• 5 courses

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Credit Risk Modeling in Python

7910 ratings at Udemy

A complete data science case study: preprocessing, modeling, model validation and maintenance in Python

• Udemy
• 6 hours 52 minutes
• Self-Paced
• Paid Course

Introduction to Predictive Modeling

144 ratings at Coursera

Learn predictive modeling with linear regression and time series forecasting using Excel. Gain practical skills in data preparation, model fitting, interpretation, and forecasting for real-world decision-making.

• Coursera
• 12 hours 22 minutes
• Self-Paced
• Paid Course

Data Science Project Capstone: Predicting Bicycle Rental

22 ratings at Coursera

Dive into predictive modeling with linear regression to forecast bicycle rental demand, analyzing weather patterns and temporal factors while mastering data acquisition and correlation techniques.

• Coursera
• 7 hours 23 minutes
• Self-Paced
• Paid Course

Python for Data Science Immersive (Live Online)

330 ratings at CourseHorse

Tap into the power of Python and step into the world of data science with this immersive course.

• CourseHorse
• Self-Paced
• $1,495.00