Misc

Collection of links and references about random topics concerning Data, Visualizations and other obnoxious programming stuff ...

General Data Sources

• Internet Archive
• Papers With Code
• OpenData Tools
• Südtriol OpenData
• Washington Post - 8Billion (Interactive Data Report)
• Satellite Charts
• CIA World Factbook

Climate/weather data

• Nice interactive Climate Data Document
• ZAMG Klimaspiegel App

Politics

• Panama Papers as Neo4j Graph
• The opportunity atlas map

Music/Scores

• https://www.free-scores.com/index_uk.php
• https://musopen.org/

Statistics stuff

• Article (TowardsDS) - Hypothesis Testing & p-Value

Data Viz stuff

• https://www.youtube.com/watch?v=pLqjQ55tz-U&ab_channel=TED
• Vortrag: exploring multidimensional data
• DataViz JobInterview

JS Tables

• Angular
• Vue
• Vanilla JS
• Bootstrap

JS Charting Libs

• ThreeJS
• JavaScript charting libs
• AnyChart
• DC.js
• CrossFilter

Nice D3 stuff I would like to use

• D3.js gallery
• ode to sunburst
• D3.js (or C3.js)
• No frills sunbirst (from guy of ode to sunburst)

Digital Curation

• Omeka

OStweaks

• ports of common GNU utilities to native Win32

Architecture

• 12 Factor App

NLP (BERT/etc)

• excellent article HOWTO use PyTorch to generate DistilBERT by compression/Knowledge Distillation
• HOWTO "Train a new language model from scratch using Transformers and Tokenizers" with DistilBERT

DevOPS

• CircleCI

GT datasets

• TC-11 GT datasets
• HTR-united GT datasets
• list of OCR related GT datasets curated by C.Neudecker

Nice code challenges

• https://scrollprize.org/

Other handy DS and ML stuff

• Blog - fastforwardlabs
• Article (TowardsDS) - how-i-deployed-a-sentiment-analyser-api-with-spacy-flask-and-heroku
• Lib - PyPyr: task runner for automation pipelines, script sequential task workflow steps in yaml, conditional execution, loops, error handling & retries
• Article (Medium) - Using Continuous Machine Learning to Run Your ML Pipeline
• GitHub - CML: open-source CLI tool for implementing continuous integration & delivery (CI/CD) with a focus on MLOps
• BlogPost - ML Ops Template
• Book - Surfing the Data Pipeline with Python

Other Github Sources & Lists

• https://github.com/jsbroks/awesome-dataset-tools
• TRCH OpenSearch @GH
• TRCH pywb webrecorder @GH

Other nice Blogs/Articles/etc

• FastForwardLabs Blog

TOCODE

• https://www.youtube.com/watch?v=GVrjv9ajsJ0&ab_channel=ChristopherEdwards
• https://www.youtube.com/watch?v=ehAaFAASCeM&ab_channel=QuickCodingTuts
• https://www.youtube.com/watch?v=2-tnkzG0sKU&ab_channel=RedStapler
• https://www.youtube.com/watch?v=nzshmMlOuwI&ab_channel=BuildAppsWithPaulo
• https://www.youtube.com/watch?v=UQ_kqGDM8A4&ab_channel=CurranKelleher

Call for Action

• Public money Public code

Papers

• https://proceedings.neurips.cc