Linear Regression Courses and Certifications

Advanced Machine Learning & Data Analysis Projects Bootcamp

245 ratings at Udemy

Build projects like a text summarizer! Learn object localization, image recognition and structuring data with pandas

• Udemy
• 20 hours 34 minutes
• On-Demand
• Paid Course

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Data Analytics Methods for Marketing

242 ratings at Coursera

Explore analytics methods for marketing: audience segmentation, forecasting, advertising effectiveness, and marketing mix optimization. Learn to use data-driven techniques for strategic decision-making.

• Coursera
• 11 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning and Deep Learning

214 ratings at Udemy

Basic Concepts like regression algorithms and EDA to advanced concepts like GAN and Explainable AI | Interview Prep

• Udemy
• 9 hours 46 minutes
• On-Demand
• Paid Course

2025 Machine Learning & Data Science for Beginners in Python

193 ratings at Udemy

Data Science Projects with Linear Regression, Logistic Regression, Random Forest, SVM, KNN, KMeans, XGBoost, PCA etc

• Udemy
• 1 day 8 hours 5 minutes
• On-Demand
• Paid Course

Introduction to Statistical Analysis: Hypothesis Testing

159 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 3 minutes
• On-Demand
• Free Online Course (Audit)

Mastering Time Series Forecasting with Python

138 ratings at Udemy

Learn Python, Time Series Model Additive, Multiplicative, AR, Moving Average, Exponential, ARIMA models

• Udemy
• 11 hours 39 minutes
• On-Demand
• Paid Course

Fractal Analytics

Foundations of Machine Learning

Demystify machine learning fundamentals, build models, analyze data, and apply strategies to real-world scenarios. Gain practical skills for data-driven decision-making and problem-solving.

• Coursera
• 1 day 1 hour 15 minutes
• On-Demand
• Free Online Course (Audit)

Linear Regression: Absolute Fundamentals

106 ratings at Udemy

Explore COVID-19 positive case prediction with scikit-learn's Linear Regression in Python.

• Udemy
• 2 hours 23 minutes
• On-Demand
• Paid Course

Explore, Track, Predict the ISS in Realtime With Python

102 ratings at Udemy

Where is the International Space Station, Who's On It? Let's Build a Web App to Find out with Python and Data Science

• Udemy
• 1 hour 13 minutes
• On-Demand
• Free Online Course

Model Diagnostics and Remedial Measures

Learn to diagnose and fix issues in regression models, including assumption violations, heteroscedasticity, autocorrelation, and multicollinearity. Gain skills in variable selection and model validation for data-driven industries.

• Coursera
• 19 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Connect the Dots: Factor Analysis

84 ratings at Udemy

Factor extraction using PCA in Excel, R and Python

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

AI Workflow: Machine Learning, Visual Recognition and NLP

80 ratings at Coursera

Explore machine learning, visual recognition, and NLP in AI workflows. Learn evaluation metrics, model selection, and best practices for linear models, tree-based algorithms, and neural networks using IBM Watson.

• Coursera
• 13 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Data Science with R (beginner to guru)

80 ratings at Udemy

Learn Data Science using R from scratch. Build your career as a Data Scientist. Explore knitr, buzz dataset, adv methods

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

Predictive Modeling with Python

74 ratings at Udemy

Think with a predictive mindset and understand well the basics of the techniques used in prediction with this course

• Udemy
• 9 hours 26 minutes
• On-Demand
• Paid Course

Introduction to Biostatistics

70 ratings at Udemy

Learn probability, statistics, linear regression, correlation analysis, clinical research, data analysis,SAS programming

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