This page lists down top 6 **machine learning tutorials** (from Youtube) for the topic, **Linear (Univariate) and Multilinear (Multivariate) regression** from the perspective of most viewed / popularity. Following are the topics for these videos:

- How to Do Linear Regression using Gradient Descent
- Interpreting Output for Multiple Regression using SPSS
- R programming for beginners – statistic with R
- Linear Regression with Gradient Descent – Intelligence and Learning
- Linear Regression – Machine Learning Fun and Easy
- Linear Regression Algorithm | Linear Regression in R

### How to Do Linear Regression using Gradient Descent

This tutorial video is posted on the channel Siraj Raval. They have got some real cool tutorial videos on other machine learning topics such as some of the following:

- Tensorflow in 5 minutes
- Building a neural network in 4 minutes
- Introduction to deep learning
- Predicting stock prices

### Interpreting Output for Multiple Regression using SPSS

This tutorial video is posted on the channel Todd Grande. They have got some real cool tutorial videos on other machine learning topics such as some of the following:

- Factor analysis using SPSS
- Create a box plot in Excel 2016
- One way Anova and Post hoc test using SPSS
- Two way ANOVA in SPSS

### R programming for beginners – statistic with R

This tutorial video is posted on the channel Global Health with Greg Martin.

### Linear Regression with Gradient Descent – Intelligence and Learning

This tutorial video is posted on the channel The Coding Train. They have got some real cool tutorial videos on other machine learning topics such as some of the following:

- What is Machine Learning
- Neural networks Perceptron
- Linear Regression with Ordinary Least Squares Part 1 – Intelligence and Learning

### Linear Regression – Machine Learning Fun and Easy

This tutorial video is posted on the channel Arduino Startups. They have got some real cool tutorial videos on other machine learning topics such as some of the following:

### Linear Regression Algorithm | Linear Regression in R

This tutorial video is posted on the channel Edureka. They have got some real cool tutorial videos on other machine learning topics such as some of the following:

- Machine learning algorithms
- Python machine learning tutorial
- Decision tree
- Random forest
- Logistic regression

- Overfitting & Underfitting in Machine Learning - January 15, 2023
- Python – Creating Scatter Plot with IRIS Dataset - January 15, 2023
- Supervised & Unsupervised Learning Difference - January 15, 2023

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