Tools

List of Tools

Dashboard

  1. ReDash [
    Python
    ] :
  2. Superset [
    Python
    ] :
  3. Metabase [
    Java
    ] :
  4. Google Data Studio [
    Free Google BigQuery Cloud
    ] : Google Datastudio is a convinent tool to produce simple yet massive dashboards for the team.
  5. 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. Statistics with Javascript [
    Javascript Statistics
    ] :
  2. MathJS [
    Javascript Math
    ] :
  3. BCI.js [
    Javascript Signal Processing Machine Learning
    ] :
  4. Dstools - Data Science Tools for Javascript [
    Javascript Data Science
    ] :
  5. Learn Js Data [
    Javascript Data Science Data Manipulation
    ] :
  6. 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

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Current Ref:

  • awesome/tools/index.md