Data Visualization with Python and Matplotlib


  • Data Visualization with Python and Matplotlib, Singapore elarning online course
  • Data Visualization with Python and Matplotlib, Singapore elarning online course
  • Data Visualization with Python and Matplotlib, Singapore elarning online course
  • Data Visualization with Python and Matplotlib, Singapore elarning online course
  • Data Visualization with Python and Matplotlib, Singapore elarning online course
  • Data Visualization with Python and Matplotlib, Singapore elarning online course

Course Description

More and more people are realising the vast benefits and uses of analysing big data. However, the majority of people lack the skills and the time needed to understand this data in its original form. That's where data visualisation comes in; creating easy to read, simple to understand graphs, charts and other visual representations of data. Python 3 and Matplotlib are the most easily accessible and efficient to use programs to do just this.

Python Data Visualisation made easy.

- Visualise multiple forms of 2D and 3D graphs; line graphs, scatter plots, bar charts, etc.
- Load and organise data from various sources for visualisation
- Create and customise live graphs
- Add finesse and style to make your graphs visually appealing


Course Objectives

1. Understanding Matplotlib and getting set up
2. Learning the different types of basic Matplotlib charts
3. Mastering the basic customization options for Matplotlib
4. Customizing ticks, add/remove & customize spines, styles with Matplotlib


Related Courses

  • Become a Professional Web Developer Bundle: JavaScript,Angular and Jquery

    Become a Professional Web Developer Bundle: JavaScript,Angular and Jquery

    SGD $79.00

    Course Description

    Learn to use the most popular programming languages, JavaScript, grasp the basic concepts of AngularJS and its main features and learn to make website creation, responsive and accessible apps easily with jQuery with this extensive course. Put your lessons in practical uses with functional examples. Most courses on web development walk you through the skills beginners need, but then require you to learn the skills that make you an employable web developer. This course is different. After you have learned the basics and built real projects for your portfolio, you can move on to hours and hours of continued training at the intermediate and advanced levels for each web development skill you've learned.Challenge yourself and become a Professional Web Developer.- Pick up a new programming language and be fluent in coding - Learn how each language uses its code to program applications - Know how to apply each language into your own projects- Find out how each language compliments each other when developing a website 

    Read more...

  • Learn Python Django From Scratch

    Learn Python Django From Scratch

    SGD $79.00

    Course Description

    Django is the framework used by some of the biggest websites in the world including Instagram, Pinterest, The Washington Times, Mozilla, and the Public Broadcasting Service. Complex database -driven websites like these need a web application framework – and that's exactly what Django does. Master Python Django and you can create web application, sites with e-commerce functionality, and much much more.This course was created with intermediate Python users in mind, who want to move their expertise onto the web. If you're a beginner developer, you may find this course a little too far beyond your grasp unless you already have experience with another language, or have a working knowledge of Python and programming concepts.Open a World of Possibilities with Django for Web- Create a website from scratch using Django- Learn Django from beginner through to fully functional levels- Build authentication systems, map integration, web services and more- Create web applications to solve a multitude of problems and needs

    Read more...

  • 1st Step to Working with Big Data Using Python

    1st Step to Working with Big Data Using Python

    SGD $50.00

    Course Description

    Python programmers are some of the most sought-after employees in the tech world, and Python itself is fast becoming one of the most popular programming languages. One of the best applications of Python however is data analysis; which also happens to be something that employers can't get enough of. Gaining skills in one or the other is a guaranteed way to boost your employability – but put the two together and you'll be unstoppable! More and more people are realizing the vast benefits and uses of analyzing big data. However, the majority of people lack the skills and the time needed to understand this data in its original form. That's where data visualization comes in; creating easy to read, simple to understand graphs, charts and other visual representations of data. Python 3 and Matplotlib are the most easily accessible and efficient to use programs to do just this.  Become an expert data analyst with Python made simple - Learn efficient python data analysis and python data mining - Manipulate data sets quickly and easily - Gain a skillset in Python that can be used for various other applications - Visualize multiple forms of 2D and 3D graphs; line graphs, scatter plots, bar charts, etc.

    Read more...


Content

Course Introduction

+

Getting Matplotlib And Setting Up

Download source code

Promo

Introduction 

Different types of basic Matplotlib charts

Preview Available

+

Section Intro

Basic matplotlib graph

Labels, titles and window buttons

Legends

Bar Charts

Histograms

Scatter Plots

Stack Plots

Pie Chart

Loading data from a CSV

Loading data with NumPy

Section Outro

Basic Customization Options

Preview Available

+

Section Intro

Getting Stock Prices For Our Data Set

Parsing stock prices from the internet

Plotting basic stock data

Modifying labels and adding a grid

Converting from unix time and adjusting 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

Section Outro

Advanced Customization Options

+

Section Intro

Basic subplot additions

Subplot2grid

Incorporating changes to candlestick graph

Creating moving averages with our data

Adding a High minus Low indicator to graph

Customizing the dates that show

Label and Tick customization

Share X axis

Multi Y axis

Customizing Legends

Section Outro

Geographical Plotting with Basemap

+

Section Intro

Downloading and installing Basemap

Basic basemap example

Customizing the projection

More customization, like colors, fills, and forms of boundaries

Plotting Coordinates

Connecting Coordinates

Section Outro

3D graphing

+

Section Intro

Basic 3D graph example using wireframe

3D scatter plots

3D Bar Charts

More advanced Wireframe example

Section outro

Course Conclusion

+

Conclusion

SGD $79.00
(Price excludes GST)
GET ACCESS NOW
Convince your boss email
This site is best viewed using the latest versions of Google Chrome, Apple Safari, Mozilla FireFox, Microsoft Internet Explorer 11 and Edge which supports HTML5/Webkit technologies.