Data Analysis & Visualization With Python is a course designed for all those who want to learn data visualization, data analysis, Pandas, and various Operations one can perform with Pandas. The Course is divided into several sections each section has mostly practical exercises, quizzes, and resources to give a complete learner experience.

Description

The Course is designed to take you one step further in Machine Learning and Data Science field. The projects follow a systematic approach, this will help you to understand the basic concepts and will give you a kick start in your Data Science Career.

The course is crafted with due diligence keeping in mind the need of the learners. Learning is made very easy and simple by following steps like explaining the concepts, applying the concepts in practical lectures followed by quizzes to deepen the understanding of the concepts also to have a quick revision.

Enjoy the Course as I have enjoyed and it will be completed in no time!

All the Best and Good Luck! See you onboard soon!

• Beginners in field of Data Science, Data Analytics and Data Visualization
• Anyone who wants to Learn Data Analysis and Visualization.
• Graduates who want a Career switch
• Post Graduates who want a Career Switch
• Professionals Clueless on how to enter Data Science

Course content

• Introduction
  • Introduction
  • Course Preview
• 2 : Getting Started : Installation and Set Up
  • Installation and set up
  • Learn how to Install
  • Installation Continues
  • Introduction to Jupyter
• Create your own Data with Pandas, Mini Project in Pandas and Matplolib
  • Why Learn Pandas
  • Pandas Introduction
  • Pandas Quiz
  • Introduction to the Project
  • Learn to Start the Mini Project
  • Quiz
  • Export the data
  • Import the Data
  • Quiz
  • Prepare Data
  • Analyze Data
  • Quiz
  • Plotting the Data
  • Project Wrap Up
  • Pivot Tables in Pandas
  • Cross Tables in Pandas
  • Comparison between Pivot and Cross tables
• Handling Files in Python
  • Handling Files Introduction
  • Import and Export an Excel File
  • Quiz on File Handling
  • Import and Export JSON FIle
  • Import and Export HTML File
  • Import and Export a CSV File
  • Quiz
• Visualization with Seaborn
  • Seaborn Project Introduction
  • Seaborn Introduction
  • Get Started with the Data
  • Introduction to Univariate Plots
  • Univariate Plots Practical Exercise
  • Quiz on Univariate Plots
  • Introduction to Bivariate Plots
  • Bivariate Plots Practical Exercise
  • Bivariate Plots Quiz
  • Multi Variate Plots in Seaborn
  • Multi Variate Plots Practical Exercise
  • Regression Plots In Seaborn
  • Regression Plots Practical Exercise
  • Categorical Plots in Seaborn
  • Categorical Plots Practical Exercise
  • Categorical Plot Quiz
  • Seaborn Project Wrap Up
  • Facet Grids in Seaborn
  • Facet Grids Practical Exercise
• Major Project : Objectives
  • Major Project : Objectives
  • Project Introduction: Loan Prediction
  • Loading Data
  • Exploring the Data
  • quiz on functions used in Python
  • Cleaning the Data
  • Cleaning Data Quiz
  • Correlation and Frequency Analysis
  • Data Analysis with Group By Method
  • Data Analysis and Visualization with Pivot Table
  • Data Analysis & Visualization with Cross Tables
  • Project Wrap Up
• Data Analysis and Visualization with Plotly
  • Plotly Introduction
  • Plotly Project: World Development Indicators
  • Install and Load Plotly and Data
  • Pie Charts In Plotly
  • Bar and Scatter in Plotly
  • Animation Plots in Plotly
  • Choropleth in Plotly
  • Plotly Quiz
  • Plotly Project Wrap Up
• Appendix
  • Way Froward
  • Projects