Repositories list

• python-ml-workshops

  Public
  Information and links to materials for the Python Machine Learning Workshop series

  3•2•0•1•Updated Feb 25, 2020Feb 25, 2020

• python_ml_20190117

  Public
  Material for "Python Machine Learning 2nd Edition" Workshop - Chap 1 and 4

  1•1•0•0•Updated Jan 13, 2019Jan 13, 2019

• docker_workshop

  Public
  Docker Workshop Material 10/2018

  Jupyter Notebook

  •4•2•0•0•Updated Oct 19, 2018Oct 19, 2018

• advanced-nlp-topics

  Public
  Jupyter Notebook

  •2•3•0•0•Updated May 25, 2018May 25, 2018

• widsatx-apis

  Public
  Women in Data Science ATX Meetup - November 30, 2017

  Jupyter Notebook

  •3•1•0•0•Updated Dec 1, 2017Dec 1, 2017

• wids-github

  Public
  Women In Data Science ATX - 👻 Making GitHub Less Scary

  Jupyter Notebook

  •7•4•0•0•Updated Oct 12, 2017Oct 12, 2017

• KNIME_2017_Workshop

  Public
  Material for KNIME 2017 Workshop

  0•0•0•0•Updated Sep 14, 2017Sep 14, 2017

• SQLworkshop

  Public
  introduction to SQL

  3•0•0•0•Updated Aug 17, 2017Aug 17, 2017

• widsatx-nlp

  Public
  Intro to NLP Workshop

  Jupyter Notebook

  •3•2•0•0•Updated Jul 19, 2017Jul 19, 2017

• widsatx-mapreduce

  Public
  WiDS-ATX Workshop - MapReduce - June 15, 2017

  HTML

  •3•0•0•0•Updated Jun 16, 2017Jun 16, 2017

• RecommenderSystems

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Apr 28, 2017Apr 28, 2017

• wids_network_analysis

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Mar 23, 2017Mar 23, 2017

• Clustering

  Public
  Jupyter Notebook

  •1•1•0•0•Updated Feb 24, 2017Feb 24, 2017

• PCA_SVD

  Public
  Repository for workshop on 9/29/16, Dimensionality Reduction using PCA and SVD.

  Jupyter Notebook

  •11•0•0•0•Updated Jan 20, 2017Jan 20, 2017

• Neural_Networks

  Public
  repo for the 1/19/2017 workshop

  Jupyter Notebook

  •3•1•0•0•Updated Jan 20, 2017Jan 20, 2017

• Decision-Trees

  Public
  workshop 11/17/16

  Jupyter Notebook

  •0•0•0•0•Updated Nov 18, 2016Nov 18, 2016

• logistic-regression

  Public
  Materials for Data Science from Scratch Workshop #9 (10/20/2016)

  Jupyter Notebook

  •2•1•0•0•Updated Oct 21, 2016Oct 21, 2016

• titanic-hypothesis-testing

  Public
  Hypothesis testing on the Titanic data set

  Jupyter Notebook

  •4•0•0•0•Updated Sep 9, 2016Sep 9, 2016

• multiple-linear-regression-and-gradient-descent

  Public
  Data Science from Scratch Workshop #7 (09/08/2016): Tutorial on Multiple Linear Regression (Ch. 15) and Gradient Descent (Ch. 8)

  Jupyter Notebook

  •7•6•0•0•Updated Sep 8, 2016Sep 8, 2016

• NaiveBayesPresentation

  Public
  Data Science from Scratch 5 (07/28/2016): Tutorial about Probability (ch 6) and Naive Bayes (ch 13)

  Jupyter Notebook

  •5•0•0•0•Updated Jul 28, 2016Jul 28, 2016

• stats_and_regression

  Public
  Data Science from Scratch -- tutorial covering Ch 5 (Stats) and Ch 14 (Linear Regression)

  Jupyter Notebook

  •4•0•0•0•Updated Jun 29, 2016Jun 29, 2016

• data-science-from-scratch-workshop

  Public
  Data Science From Scratch Workshop Slides - 2016

  1•0•0•0•Updated Jun 9, 2016Jun 9, 2016

• titanic-data-munging

  Public
  Titanic data munging using Pandas and Python

  Jupyter Notebook

  •5•0•0•0•Updated Jun 1, 2016Jun 1, 2016

• titanic-EDA

  Public
  Titanic EDA using Pandas and Python

  Jupyter Notebook

  •39•0•0•0•Updated Apr 21, 2016Apr 21, 2016

• widsatx-python

  Public
  Women in Data Science ATX presentation on Python - Mar 17, 2015

  1•0•0•0•Updated Apr 8, 2016Apr 8, 2016

• Meetup-Slides

  Public
  Slides from Meetup

  0•0•0•0•Updated Aug 21, 2015Aug 21, 2015