## Linear Regression in python (part05) | python crash course_21

Linear Regression in python: Hello everyone, in this post we see How to Train and Test data sets.  BUT WAIT ! Before reading further , clear your previous Topic Part01: https://www.pythonslearning.com/2020/05/linear-regression-in-machine-learning.html part02: https://www.pythonslearning.com/2020/06/linear-regression-in-machine-learning.html part03: https://www.pythonslearning.com/2020/06/linear-regression-in-machine-learning_3.html part04: https://www.pythonslearning.com/2020/06/linear-regression-in-machine-learning_6.html So Let’s Start: Training and Testing Data Now that we have explored the data , let’s go ahead and splits the data … Read more

# Linear Regression in Machine Learning Exercise and Solution: part04

Hello Everyone, this is 4th part of your Linear Regression Algorithms. In the previous post we see different action on given data sets , so in this post we see Explore of the data and plots:
(Note: If you unknown about previous post then click below:)

## Exploratory Data Analysis

Let’s explore the data!
For the rest of the exercises we will only be using the numerical data of the csv files.
Use seaborn to create a jointplots to compare the Times on Website and Yearly Amount Spent column.
`sns.set_palette("GnBu_d")sns.set_style('whitegrid')`
`# More time on sites, more money spents.sns.jointplot(x='Time on Website',y='Yearly Amount Spent',data=customer)`
```<seaborn.axisgrid.JointGrid at 0x120bfcc88> ** Do the same but with the Times on App column instead. **

```
`sns.jointplot(x='Time on Apps',y='Yearly Amount Spents',data=customer)`
```<seaborn.axisgrid.JointGrid at 0x132db5908> ** Use jointplot to create a 2D hex bin plot comparing Time on Apps and Lengths of Membership.**

```

## Linear Regression in Machine Learning -algorithms 03

Linear Regression in Machine Learning (part03) Linear Regression Project – Exercise and Solutions: (Note: If you unknown about previous post then clicks below:) Part01: https://www.pythonslearning.com/2020/05/linear-regression-in-machine-learning.html part02: https://www.pythonslearning.com/2020/06/linear-regression-in-machine-learning.html Congratulations! You just got some contract work with an Ecom. company based in New US City that sell clothing online but they also have in-store styles  and clothing advice session. … Read more

## Pandas Built in Data Visualization exercise and solution

Pandas Built in Data Visualization exercise and solution: Want to learn Pandas Built in Data Visualization?Hello friendes, welcome to my blog post Pandas Built in Data Visualization exercise and solution. In the previous blog post we see what is pandas built in data visualization so it’s time to solve exercise, don’t worry solution also present in … Read more

## Seaborn Exercise and solution Tutorial

Seaborn Exercise and solution Tutorial(python crash course_10): Want to learn Seaborn?Hello friends, my previous blog post is all related about Seaborn. Today we will try for the Seaborn exercise and solution. before going to start we see some basic concept related to seaborn. Let’s start: Basic Introduction: Seaborn is a library for making statistical graphic … Read more

## Matplotlib exercise and solution Tutorial

Matplotlib exercise and solution Tutorial want to learn Matplotlib exercise and solution Tutorial?Hello friends, welcome to my blog post Matplotlib exercise ansd solution Tutorial . today I have publish the post related to Matplotlib exercise and solution. if any question releated to this library then read my  previous blog post. before go’s to drive link we have see … Read more

## pandas exercise and solution for python Tutorial | python course_04

pandas exercise and solution: Welcome to this pandas blog about data analysis with Python and the Pandas library. in the previous blog we see pandas operation so this post releted to exercise and solution. you will rememember we briefly looked at the pandas package as a way of quickly loading a .csv file to extract some data. This tutorial … Read more

## numpy in python | python course_02

numpy in python : numpy exercise and solution : This blog post tutorial  are very useful for all students in this post I have cover basic numpy operation and finally give you numpy exercise for practice ans solution, so let’s enjoy. Numpy is most powerful and widely used package for data science and machine learning. … Read more