All Projects → leoyuholo → Learning Vis Tools

leoyuholo / Learning Vis Tools

Licence: other
Learning Vis Tools: Tutorial materials for Data Visualization course at HKUST

Projects that are alternatives of or similar to Learning Vis Tools

Cryptocurrency Analysis Python
Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data
Stars: ✭ 278 (+157.41%)
Mutual labels:  jupyter-notebook, tutorial, data-visualization
Basketball analytics
Repository which contains various scripts and work with various basketball statistics
Stars: ✭ 88 (-18.52%)
Mutual labels:  jupyter-notebook, data-visualization
100 Plus Python Programming Exercises Extended
100+ python programming exercise problem discussed ,explained and solved in different ways
Stars: ✭ 1,250 (+1057.41%)
Mutual labels:  jupyter-notebook, tutorial
Pytorch Pos Tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Stars: ✭ 96 (-11.11%)
Mutual labels:  jupyter-notebook, tutorial
Learning python
Source material for Python Like You Mean it
Stars: ✭ 78 (-27.78%)
Mutual labels:  jupyter-notebook, tutorial
Machine Learning
My Attempt(s) In The World Of ML/DL....
Stars: ✭ 78 (-27.78%)
Mutual labels:  jupyter-notebook, tutorial
H2o Tutorials
Tutorials and training material for the H2O Machine Learning Platform
Stars: ✭ 1,305 (+1108.33%)
Mutual labels:  jupyter-notebook, tutorial
Allstate capstone
Allstate Kaggle Competition ML Capstone Project
Stars: ✭ 72 (-33.33%)
Mutual labels:  jupyter-notebook, tutorial
Recommenders
Best Practices on Recommendation Systems
Stars: ✭ 11,818 (+10842.59%)
Mutual labels:  jupyter-notebook, tutorial
Hic Data Analysis Bootcamp
Workshop on measuring, analyzing, and visualizing the 3D genome with Hi-C data.
Stars: ✭ 102 (-5.56%)
Mutual labels:  jupyter-notebook, data-visualization
Scipy2017 Jupyter Widgets Tutorial
Notebooks for the SciPy 2017 tutorial "The Jupyter Interactive Widget Ecosystem"
Stars: ✭ 102 (-5.56%)
Mutual labels:  jupyter-notebook, tutorial
Kaggle Notebooks
Sample notebooks for Kaggle competitions
Stars: ✭ 77 (-28.7%)
Mutual labels:  jupyter-notebook, tutorial
Nlp Tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
Stars: ✭ 9,895 (+9062.04%)
Mutual labels:  jupyter-notebook, tutorial
Tensorflow Tutorials
TensorFlow Tutorials with YouTube Videos
Stars: ✭ 8,919 (+8158.33%)
Mutual labels:  jupyter-notebook, tutorial
Deep learning for biologists with keras
tutorials made for biologists to learn deep learning
Stars: ✭ 74 (-31.48%)
Mutual labels:  jupyter-notebook, tutorial
End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Stars: ✭ 87 (-19.44%)
Mutual labels:  jupyter-notebook, tutorial
100daysofcode With Python Course
Course materials and handouts for #100DaysOfCode in Python course
Stars: ✭ 1,391 (+1187.96%)
Mutual labels:  jupyter-notebook, tutorial
Equalareacartogram
Converts a Shapefile, GeoJSON, or CSV to an equal area cartogram
Stars: ✭ 68 (-37.04%)
Mutual labels:  jupyter-notebook, data-visualization
My Journey In The Data Science World
📢 Ready to learn or review your knowledge!
Stars: ✭ 1,175 (+987.96%)
Mutual labels:  jupyter-notebook, data-visualization
Keras Tutorial
Tutorial teaching the basics of Keras and some deep learning concepts
Stars: ✭ 98 (-9.26%)
Mutual labels:  jupyter-notebook, tutorial

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!

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].