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Learn NumPy and Linear Regression - Machine Learning Model to Master

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Syllabus

Introduction
In-depth overview of Linear Regression
What is Machine Learning
How Machine Learning works
High-level process of Machine Learning
Types of Machine Learning paradigms
Introduction to the NumPy library
A NumPy array
The data type of a NumPy array
The shape of a NumPy array
Calculating with NumPy arrays
The SKlearn library for Linear Regression
Example with Linear Regression
Reshaping data for Linear Regression model SKlearn
The Linear Regression example
Visualize the Linear Regression with Matplotlib
Get the alpha and beta from the Linear Regression model
Project Description Linear Regression
Project Solution Linear Regression

Taught by

Learn Python With Rune

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