Polynomial Regression Courses and Certifications

Institute for Pure & Applied Mathematics (IPAM)

Modelling Atomic Properties with the Atomic Cluster Expansion - IPAM at UCLA

Explore atomic cluster expansion for hybrid interatomic potentials, covering methodology, applications, and theoretical foundations in quantum mechanics and materials science.

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

Introduction to Data Science with Python

124 ratings at edX

Learn the concepts and techniques that make up the foundation of data science and machine learning.

• edX
• 8 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Statistical Learning with Python

14 ratings at edX

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in Python.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Diving Deep into Regression

Master advanced regression techniques from polynomial to elastic net, with hands-on practice using real datasets for predictive modeling and performance optimization.

• CodeSignal
• On-Demand
• Free Certificate

Regression Models for Prediction

Master regression modeling techniques to build predictive models using Python, covering multiple linear, polynomial, lasso and ridge regression, along with essential model evaluation metrics and visualization methods.

• CodeSignal
• On-Demand
• Free Certificate

Regression Analysis

Master regression analysis techniques to model relationships, prevent overfitting, and make data-driven decisions. Explore linear and polynomial regression, regularization, cross-validation, and ensemble methods through hands-on practice.

• Coursera
• 1 day 16 hours
• On-Demand
• Free Online Course (Audit)

Polynomial Regression, R, and ggplot

1290 ratings at Udemy

Learn how to write and graph functions in R and how to fit polynomials to data sets.

• Udemy
• 1 hour 5 minutes
• On-Demand
• Free Online Course

Machine Learning From Basic to Advanced

897 ratings at Udemy

Learn to create Machine Learning Algorithms in Python Data Science enthusiasts. Code templates included.

• Udemy
• 2 hours 59 minutes
• On-Demand
• Paid Course

Learn Machine Learning in 21 Days

685 ratings at Udemy

Learn to create Machine Learning Algorithms in Python Data Science enthusiasts. Code templates included.

• Udemy
• 4 hours 37 minutes
• On-Demand
• Paid Course

Machine Learning Regression Masterclass in Python

636 ratings at Udemy

Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras

• Udemy
• 10 hours
• 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

Python: Working with Predictive Analytics

615 ratings at LinkedIn Learning

Find out how to use prebuilt Python libraries for predictive analytics and discover insights about the future.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Churchill CompSci Talks

A Primer in Machine Learning

Explore machine learning fundamentals, including hypotheses, data representation, algorithms like regression and classification, and practical implementation using MATLAB.

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

tutorialsEU

Machine Learning Fundamentals with Python and R

Comprehensive introduction to machine learning fundamentals using Python and R, covering linear regression, data types, polynomial regression, and NumPy, with hands-on projects and practical applications.

• YouTube
• 6 hours 35 minutes
• On-Demand
• Free Video

UofU Data Science

Nonlinear Regression and Regularization in Data Mining - Spring 2023

Master nonlinear regression concepts, from polynomial mappings to regularization techniques, while learning practical implementation in Python and understanding cross-validation for model optimization.

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