Basics of Seaborn for Data Analysis & Data Science

Basics of Seaborn for Data Analysis & Data Science

Basics of Seaborn for Data Analysis & Data Science

Learn basics of seaborn , frequent used seaborn plots , styling in seaborn with the help of real-world use-cases

Language: english

Note: 0/5 (0 notes) 268 students  New course 

Instructor(s): Shan Singh

Last update: 2022-08-28

What you’ll learn

  • Learn about Essentials of seaborn to create plots like Bar Charts, Line Charts, Scatter Plots, Histogram ,distribution plots , and more!
  • How to update Layouts with seaborn
  • Learn styling in seaborn
  • Learn basic functionality when to use seaborn

 

Requirements

  • Have a Keen Desire to learn !

 

Description

In this course, you will learn how to create interactive Visuals in python using the seaborn data visualizations library


This course will teach your everything you need to know to use Python to create interactive visuals  with seaborn Have you ever wanted to take your Python skills to the next level in data visualization? With this course you will be able to create fully customization plots , interactive visuals with the open source libraries like seaborn



Data visualisation is very critical for generating and communicating easy to understand finding and insights. Either you are a Data Analyst who wants to create a dashboard/present your analysis or you are a Data Scientist who wants to create a UI for your machine learning models, seaborn can be a boon for both.


You will learn in this course many chart types..

  • Bar chart

  • Line cart

  • Pie chart

  • Scatter plot

  • Histogram

  • Box plot

  • Violin plot

  • Distribution (KDE) Plot


We’ll start off by teaching you enough Python and Pandas that you feel comfortable working and generating data  Then we’ll continue by teaching you about basic data visualization with seaborn, including scatter plots, line charts, bar charts , box plots, histograms, distribution plots and many more ! We’ll also give you an intuition of when to use each plot type.


By taking this course you will be learning the bleeding edge of data visualization technology with Python and gain a valuable new skill to show your colleagues or potential employers.                                                                                                                                                                                                                                                         

 

Who this course is for

  • Any Python programmers who want to present their analyses using interactive visualisation

 

Course content

  • Introduction
    • Introduction & course benefits
    • Quick Summary of Jupyter Notebook
  • Python basic Data-Structure !
    • In-built data-structures of Python
  • Pandas Basics !
    • How to read data using Pandas !
    • Series in Pandas !
    • What is DataFrame ?
  • basics Plots of Seaborn !
    • Basic plots (Line , Bar , Pie & Scatter )
    • Histogram
  • Styling in Seaborn !
    • How to make your Seaborn plot more Interactive ..
    • How to Customize your Histogram ..
    • How to change size of Seaborn Plot..
    • Rotating axis Labels ..
    • How to set limit in x-axis & y-axis
  • Interesting things/plots in Seaborn !
    • Hue in seaborn ..
    • What is facetgrid & its use-case ?

 

Basics of Seaborn for Data Analysis & Data ScienceBasics of Seaborn for Data Analysis & Data Science

 

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