Deep Learning Foundation : Linear Regression and Statistics

Learn linear regression from scratch, Statistics, R-Squared, Python, Gradient descent, Deep Learning, Machine Learning
4.75 (1406 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Deep Learning Foundation : Linear Regression and Statistics
9,424
students
7 hours
content
Jul 2023
last update
$49.99
regular price

What you will learn

Mathematics behind R-Squared, Linear Regression,VIF and more!

Deep understating of Gradient descent and Optimization

Program your own version of a linear regression model in Python

Derive and solve a linear regression model, and implement it appropriately to data science problems

Statistical background of Linear regression and Assumptions

Assumptions of linear regression hypothesis testing

Writing codes for T-Test, Z-Test and Chi-Squared Test in python

Screenshots

Deep Learning Foundation : Linear Regression and Statistics - Screenshot_01Deep Learning Foundation : Linear Regression and Statistics - Screenshot_02Deep Learning Foundation : Linear Regression and Statistics - Screenshot_03Deep Learning Foundation : Linear Regression and Statistics - Screenshot_04
3279622
udemy ID
6/29/2020
course created date
7/3/2020
course indexed date
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