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EncartaLabs

Data Visualization with Python and Matplotlib

( Duration: 4 Days )

The Data Visualization with Python and Matplotlib training course is designed to give step-by-step instructions on data visualization techniques and processes. This course will provide skills to use Python, Matplotlib and IDLE for visualizing data in various D and D formats.

By attending Data Visualization with Python and Matplotlib workshop, delegates will learn to:

  • Load and organize data from various sources
  • Import data from CSV and NumPy
  • Create and customize live D and D graphs
  • Create geographic maps, live updating graphs, and multiple/combined graphs
  • Convert any data set using Matplotlib and IDLE
  • Familiarize with the various options for visualizing data

COURSE AGENDA

1

Course Introduction

  • Introduction
  • Matplotlib and setting up
2

Different types of basic Matplotlib charts

  • basic matplotlib graph
  • labels titles and window buttons
  • legends
  • bar chart
  • histogram
  • scatter plot
  • stackplots
  • pie chart
  • loading data from a csv
  • loading data with numpy
3

Basic Customization Options

  • getting stock prices for our data set
  • parsing stock prices from internet source
  • plotting the basic stock data
  • modifying labels and adding a grid
  • converting from unix time and adjust subplots
  • customizing ticks
  • fills and alpha
  • add remove and customize spines
  • candlestick ohlc charts
  • styles with matplotlib
  • creating our own style
  • live graphs
  • adding and placing text
  • annotating a specific plot
  • dynamic annotation of last price
4

Advanced Customization Options

  • basic sub plots
  • subplotgrid
  • incorporating changes to candlestick graph
  • creating moving averages for subplot
  • adding another simple indicator
  • fixing dates and some labels
  • Label and tick fixes
  • sharing x axis
  • multi y axis EDITED
  • customizing legends
5

Geographical Plotting with Basemap

  • downloading and install basemap
  • basic basemap example
  • customizing the projection
  • more customization
  • plotting coordinates on a map
  • connecting coordinates
6

D graphing

  • d graph example wireframe
  • d scatter
  • d bar charts
  • wireframes continued

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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