Tools

Dashboard

1. streamlit [
   Python
   ] : Build dashboards, fast, in python
2. plotly dash [
   Python
   ] : Build complex dashboards in python
3. ReDash [
   Python
   ] :
4. Superset [
   Python
   ] :
5. Metabase [
   Java
   ] :
6. Google Data Studio [
   Free Google BigQuery Cloud
   ] : Google Datastudio is a convinent tool to produce simple yet massive dashboards for the team.
7. Design and Build a Data Warehouse for Business [
   Courses Warehouse Business
   ] :

Explained

1. Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) [
   LSTM RNN
   ] :
2. JavaScript replacements for Python data science tools [
   JavaScript Tools Data Science
   ] :
3. https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/string/levenshtein-distance [
   NLP Similarity Distance
   ] :

Javascript and Data Science

1. Observable [
   Javascript Statistics Visualization Collaboration Publish
   ] :
2. Statistics with Javascript [
   Javascript Statistics
   ] :
3. MathJS [
   Javascript Math
   ] :
4. BCI.js [
   Javascript Signal Processing Machine Learning
   ] :
5. Dstools - Data Science Tools for Javascript [
   Javascript Data Science
   ] :
6. Learn Js Data [
   Javascript Data Science Data Manipulation
   ] :
7. word2vec (Node.js) [
   Javascript Node.js Word2Vec
   ] :

References

1. Diagramm [
   References Visualization
   ] : Understanding the different visualizations
2. To HDF5 and beyond [
   Storage
   ] :

Visualization

1. G2 [
   Library Javascript
   ] : AntV team
2. Viser [
   Library Javascript
   ] :
3. SVG.js [
   Library Javascript
   ] :
4. P5 [
   Library Javascript
   ] :
5. Chartist [
   Library Javascript
   ] :
6. NVD3 [
   Library Javascript D3
   ] :
7. Dimple.js [
   Library Javascript D3
   ] :
8. Rickshaw [
   Library Javascript D3
   ] : Good at streaming data visualization

Warehouse

1. BigQuery [
   Warehouse
   ] : Easy to use, from Google Cloud
2. Athena [
   Warehouse
   ] : versatile, but requires more effort to maintain.
3. Redshift [
   Warehouse
   ] : scalable
4. Apache Airflow [
   Warehouse Pipeline
   ] : A quite heavy util to manage workflows
5. Luigi [
   Warehouse Pipeline
   ] : Lightweight, python