Linear modeling Online Courses & Certifications

AI Generated Courses

The new way to learn. AI generated courses that are comprehensive, with added functionality to continue deeper into a topic, go to next nevel, take quizzes, and ask questions.

Get Course Alerts by Email

Digital Signal Processing 1: Basic Concepts and Algorithms

by Paolo Prandoni , Martin Vetterli

Approx. 29 hours to complete

To make the best of this class, it is recommended that you are proficient in basic calculus and linear algebra; several programming examples will be provided in the form of Python notebooks but you can use your favorite programming language to test the algorithms described in the course....

Save Course

Global Warming II: Create Your Own Models in Python

by David Archer

Approx. 32 hours to complete

This class provides a series of Python programming exercises intended to explore the use of numerical modeling in the Earth system and climate sciences. The scientific background for these models is presented in a companion class, Global Warming I: The Science and Modeling of Climate Change....

Save Course

Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

by Guillermo Sapiro

Approx. 21 hours to complete

Sparse modeling and compressed sensing 1 - Introduction to Sparse Modeling - Part 1 - Duration 10:39 2 - Introduction to Sparse Modeling - Part 2 - Duration 18:16 5 - Sparse Modeling Image Processing Examples - Duration 20:57 - Optional break at 09:25 8 - Bonus: Sparse Modeling and Classification - Activity Recognition - Duration 15:10...

Save Course

Complete Machine Learning with R Studio - ML for 2021

by Start-Tech Academy

13 hours on-demand video

Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in R programming language - R studio This course covers all the steps that one should take while solving a business problem through linear regression....

$14.99

Save Course

Applying Data Analytics in Marketing

by Joseph T. Yun

Approx. 17 hours to complete

4 Introduction to Forecasting: Linear Regression 1 LDA Topic Modeling...

Save Course

Probabilistic Graphical Models 1: Representation

by Daphne Koller

Approx. 67 hours to complete

Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at the intersection of statistics and computer science, relying on concepts from probability theory, graph algorithms, machine learning, and more....

Save Course