Data Science

You must be logged in to view the contents of this board.

Prepare Data

Pin
  1. Prepare with Scikit-Learn
  2. Feature Selection in Python
  3. XGBoost in Python

Methodology

Pin
  1. Applied ML Process
  2. OSEMN
  3. CISP - Data Mining
  4. Cross Industry Standard Process for Data Mining
  5. De-identifying your data
  6. NSS§ Confidentiality Information Sheets

Career

Pin
  1. 2016 Data Science Salary Survey

Jupyter

Pin
  1. ipywidgets and jupyter-js-widgets
  2. tqdm/tqdm
  3. How to list all installed packages
  4. ipython-contrib/jupyter_contrib_nbextensions
  5. Widget List
  6. Project Jupyter

JupyterLab

Pin
  1. jupyterlab/jupyterlab
  2. JupyterLab Tutorial

Azure

Pin
  1. Microsoft Azure Portal Dashboard
  2. Azure Products by Region
  3. Azure ML Studio
  4. Cortana Gallery Jupyter Notebooks
  5. Automating WebJobs & AzCopy
  6. SOAP pass-through

Relational

Pin

Sql Server

Pin
  1. SQL-CLR Data Type Mapping

Statistics

Pin
  1. Statistical Distribution Tables

NoSQL

Pin
  1. Cassandara Docs
  2. Cassandra DataModel Cheat Sheet

Git

Pin
  1. Set up SSH for Git

Visualisation

Pin
  1. ResidentMario/missingno

Python

Pin
  1. Python Anti-Patterns
  2. Customizing matplotlib — Matplotlib 2.0.0 documentation
  3. PyLint Messages

scipy

Pin
  1. Scipy Lecture Notes — Scipy lecture notes

pandas

Pin
  1. Pandas Cheat Sheet.pdf
  2. Creating Pandas DataFrames
  3. pandas.set_option — pandas 0.19.2 documentation
  4. 10 Minutes to pandas
  5. Cookbook / Idioms
  6. API Reference

numpy

Pin
  1. Python Numpy Tutorial
  2. Quickstart tutorial
  3. API Reference
  4. Statistics API
  5. Distributions API - numpy.random
  6. Random sampling API - numpy.random

scikit-learn

Pin
  1. dformoso/sklearn-classification
  2. Scikit Learn Cheat Sheet Python.pdf
  3. Example Gallery
  4. API Reference
  5. User guide
0 Comment
Comments or thoughts?
Submit
Cancel
or
Email a link to this board
Share this board on Facebook
Share this board on Twitter
Notice label will go here