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

  • 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...

  • Become a Professional Programmer (Google GO& C++)

    Become a Professional Programmer (Google GO& C++)

    SGD $79.00

    Course Description

    There are endless numbers of programming languages out there, and new ones are added on an almost daily basis. To keep on top of the game and to broaden your skillset, picking up a few of these new languages never hurts. C++ is the Grandfather of many of the tech world’s programming languages – Java being just one. Learning C++ gives you a head start on learning any other language, and a leg up as far as your employability is concerned. By taking this course, you’ll lay down a solid coding foundation and gain an excellent platform for improving your skills.Google GO (golang) is the programming language created by one of the largest technology names in the world – Google – so having GO in your arsenal is a surefire way to add to your coding credentials. This course will teach you everything you need to know about GO.Picking up a few of these new languages never hurts. - Learn the differences between Google GO and C++- Know the basics of programming with the different language - Be able to apply either language into real-time projects - Know how you can code all the languages 

    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...


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.