Everything about linear regression
MP4 | Video: h264, 1280x720 | Audio: AAC, 44100 Hz
Language: English | Size: 613 MB | Duration: 1h 22m
Apply linear regression to real datasets
What you'll learn
Linear Regression
Visualising Data
Machine learning libraries
Requirements
Python Programming
Basic understanding of coding
Description
Hi , and welcome to the Everything about linear regression Course
Are you someone who is new to machine learning
Are you someone who wants to get started with machine learning
YES
Then this course is for you ->
Machine learning which is a buzz word has been in the market for quite some now , and to start with machine learning the basic algorithm which everyone focuses on is linear regression . In this course we will start with linear regression and all about it , then we will dive straight into the project whose dataset i have taken from kaggle . We will be using the dataset , visualising it and making predictions from it .
Let us look at what you'll be requiring throught the course -
Materials Required -
Mac or Windows
At least 4 gb ram
Good coding skills
Python language
Zeal to learn
In this course you'll learn -
What is Linear Regression
Types of linear regression
Visualising data
applying linear regression to real datasets
What is gradient descent algorithm
What is cost function
How to calculate R2 Score
I believe in the concept of "Learn by doing " and this is emphasised in my class , I myself learn by doing things instead of listening to boring lectures !
You'll be able to use real datasets after this class and learn all the necessary components required for getting started with machine learning
Will it be challeg YES
Will you get difficulty in understanding things YES (if you are a bner)
But that is what my course is for , it will help you make an app in quick and you will surely learn many things going forward !
Good luck !
Who this course is for:
Bners who want to learn a machine learning algorithm
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