Linear Regression

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Data Analytics Methods for Marketing (Coursera) Coursera
Meta

Data Analytics Methods for Marketing (Coursera)

Dive into the world of Data Analytics Methods for Marketing on Coursera. This course equips you with essential skills to leverage data effectively in your marketing strategies. From understanding audience behavior through segmentation and clustering to applying linear regression for accurate forecasts and assessing advertising effectiveness via experiments, this program is designed to transform how you approach marketing analytics.

Jul 6th 2026
4 Weeks
Regression and Classification (Coursera) Coursera
University of Colorado Boulder

Regression and Classification (Coursera)

Dive into 'Introduction to Statistical Learning' on Coursera for an in-depth exploration of essential concepts in statistical modeling. Learn when to use specific models, how to optimize them, and understand the trade-offs between different approaches. This course covers regression, classification, decision trees, resampling methods, and more, equipping you with advanced data analysis skills.

Jul 6th 2026
5-12 Weeks
Machine Learning Basics (Coursera) Coursera
Sungkyunkwan University - SKKU

Machine Learning Basics (Coursera)

Embark on an enlightening journey into the world of Machine Learning Basics with this expert-led Coursera course. Designed for those new to artificial intelligence, this course covers essential topics such as K nearest neighbor method, linear regression, and model analysis. With hands-on Python programming exercises and a strong mathematical foundation required, you'll gain a solid understanding of machine learning principles that can be applied across various fields.

Jul 6th 2026
4 Weeks
Building Regression Models with Linear Algebra (Coursera) Coursera
Howard University

Building Regression Models with Linear Algebra (Coursera)

Embark on a journey into the world of regression models with this insightful course. From understanding different types of regression to applying the Method of Least Squares manually and programmatically using Python, you'll gain a deep understanding of how linear regression can be used to identify patterns in scenarios. Start building your predictive modeling skills today!

Jul 6th 2026
4 Weeks
Foundations of Machine Learning (Coursera) Coursera
Fractal Analytics

Foundations of Machine Learning (Coursera)

Discover the power of machine learning with our foundational course designed to equip you with essential skills in algorithm development, data analysis, and model evaluation. Whether you're a beginner or looking to deepen your understanding, this course breaks down complex topics into manageable lessons, ensuring you build a strong foundation for future advancements in AI.

Jul 6th 2026
5-12 Weeks
Regression Modeling in Practice (Coursera) Coursera
Wesleyan University

Regression Modeling in Practice (Coursera)

Dive into 'Regression Modeling in Practice' - a data analysis essential where you'll learn to harness the power of regression analysis. From basic linear models to handling complex scenarios with multiple predictors, this course equips you with the skills to build reliable, insightful models using either SAS or Python. Discover how to interpret results, identify confounding variables, and evaluate model quality effectively.

Jul 3rd 2026
4 Weeks
Mastering Data Analysis in Excel (Coursera) Coursera
Duke University

Mastering Data Analysis in Excel (Coursera)

Discover the art and science of data analysis with 'Mastering Data Analysis in Excel'. This course is tailored for those who want to harness the power of Microsoft Excel to perform statistical modeling and predictive analytics. By focusing on essential math concepts and practical applications within Excel, you'll gain the skills needed to create effective predictive models that can be applied across various industries.

Jun 29th 2026
5-12 Weeks