Abir Deb's repositories
useful_commands
A reference for useful commands I have utilized on a day to day basis at some point in my professional career that others might find useful
cspath-datastructures-capstone-project
Codecademy Data Structures Intensive Capstone
codecademy
Codecademy online coursework and review
armchair
creating my own mini-NFL stats data warehouse using data from armchair analysis
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
stats337
Readings in applied data science
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
data
Data and code behind the articles and graphics at FiveThirtyEight
solutions
Solutions for projects.
python3_with_pleasure
A short guide on features of Python 3
python_api_samples
Python examples of how to use the Looker API
data-lake-code
Code for the Data Lake Talk
SQL_PLSQL
Oracle SQL / PLSQL Exercises for Understanding
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
healthcareai-py
Python tools for healthcare machine learning
amazon-redshift-utils
Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment
Springboard
Data Science Intensive Workshop
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
ml-videos
A collection of video resources for machine learning
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
CompStats
Code for a workshop on statistical interference using computational methods in Python.
pycon-pandas-tutorial
PyCon 2015 Pandas tutorial materials
2015
Public material for CS109
GettingAndCleaningProject
Getting and Cleaning Data Project
test-repo
This is a test repo