Git Product home page Git Product logo

learning-vis-tools's Introduction

Learning Vis Tools

Learning Vis Tools Banner

Welcome to the tutorial of COMP 4462 Data Visualization! You can find the materials used in the tutorial sessions here.

While the lectures are focused on the principles of data visualization, the tutorials will focus on how to use the tools to make visualizations in practice.

Besides these materials, you can find the course materials on Canvas.

Directory

# Topic Materials Link to Tools
1 Introduction to visualization tools and warm-up with MS Excel visualization Slides
2 Visualization with Tableau and data processing Slides Download and install Tableau:
Student (Full version, require student verification)
Public (Free version with limitations)
3 Where to find visualizations and interesting datasets? Slides
4 Data scientist toolbox 1: Python, Jupyter Notebook and Pandas Jupyter Notebook
Slides
Google Colab
5 Data scientist toolbox 2: Pandas and Python visualization Jupyter Notebook
Slides
6 Visualization with Javascript 1: Javascript basics and Observable Observable Notebook
Slides
Observable
7 Visualization with Javascript 2: Vega-Lite and data processing libraries Observable Notebook
Slides
8 Visualization with Javascript 3: Visualization with D3.js Observable Notebook
Slides
9 Visualization with Javascript 4: Visualization and interaction with D3.js Observable Notebook
Slides

References

Excel

Tableau

Pandas

Altair

Vega-Lite

D3.js

And a lot of amazing visualization examples and datasets!

Credits

These materials are created by Leo Yu Ho Lo, Yao Ming and Li Wenchao.

And thanks to Prof. Huamin Qu teaching this amazing course!

learning-vis-tools's People

Contributors

leoyuholo avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.