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Bundle course - Data Visualization with Python and R

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M G Road 1, Bangalore

Course ID: 369615

M G Road 1, Bangalore

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₹ 1,300

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About the Course

Bundle Course – Data Visualization in Python and R – Course Syllabus

 

Data Visualization in Python – Course Syllabus

 

Introduction to Data Visualization

  • What is data visualization
  • Benefits of data visualization
  • Importance of data visualization
  • Top Python Libraries for Data Visualization

 

Matplotlib

  • Introduction to Matplotlib
  • Install Matplotlib with pip
  • Basic Plotting with Matplotlib
  • Plotting two or more lines on the same plot

 

Numpy and Pandas

  • What is numpy?
  • Why use numpy?
  • Installation of numpy
  • Example of numpy
  • What is a panda?
  • Key features of pandas
  • Python Pandas - Environment Setup
  • Pandas – Data Structure with example

 

Data Visualisation tools

  • Bar chart
  • Histogram
  • Pie Chart

 

More Data Visualisation tools

  • Scatter Plot
  • Area Plot
  • Stacked Area Plot
  • Box Plot

 

Advanced data Visualisation tools

  • Waffle Chart
  • Word Cloud
  • HEAT MAP

 

Specialized data Visualisation tools (Part-I)

  • Bubble charts
  • Contour plots
  • Quiver Plot

 

Specialized data Visualisation tools (Part-II)

  •     Three-Dimensional Plotting in Matplotlib
  •     3D Line Plot
  • 3D Scatter Plot
  •     3D Contour Plot
  •     3D Wireframe Plot
  •     3D Surface Plot

 

Seaborn

  • Introduction to seaborn
  • Seaborn Functionalities
  • Installing seaborn
  • Different categories of plot in Seaborn
  • Some basic plots using seaborn

 

Data Visualisation using Seaborn

  • Strip Plot
  • Swarm Plot
  • Plotting Bivariate Distribution
  • Scatter plot, Hexbin plot, KDE, Regplot
  • Visualizing Pairwise Relationship
  • Box plot, Violin Plots, Point Plot

 

Project on Data Visualisation using Python

 

 

Data Visualisation in R – Course Syllabus

 

  • What is data visualization?
  • Selecting right chart type
  • Importance of data visualization & its benefits
  • Applications of DATA Visualization
  • R Programs for Scatterplot, Histogram, Bar & Stacked bar chart, boxplot, heatmap, line chart, density plot, pie chart

 

Data Visualisation with ggplot2 package

  • What is ggplot2

-          Plotting with ggplot2

-          Building your plots iteratively

-          Univariate distributions & bar plot

-          Annotation with ggplot2

-          Axis manipulation

-          Density plot

 

More Data Visualisation tools in R

  • Text mining and word cloud
  • Radar chart
  • Waffle chart
  • Area Chart
  • Correlogram

 

Project on Data Visualisation in R

 

 

 

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