shel-zaroo Goto Github PK

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2015

Public material for CS109

2015lab1

2016-ml-contest

Machine learning contest - October 2016 TLE

amazon-fine-food-reviews-shel

applied-machine-learning

A step-by-step guide to get started with Applied Machine Learning

azure-docs

basic-auth-api-gateway

API Gateway authorizer function for processing basic auth

categoricalencodingbenchmark

Benchmarking different approaches for categorical encoding for tabular data

content

Official content for Harvard CS109

courses-tidy-data-in-python

data-science-interviews

Data science interview questions and answers

datarobot

datasets

Datasets used in Plotly examples and documentation

datasets_ml

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

deloitte-assessment

dl_lecture_pub

enar_2019_tutorial

A Primer on Python for Statistical Programming and Data Science

getting-started-with-python

Understand key data structures and use Python in object-oriented programming

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hello-world

learn-python-by-building-data-science-applications

Learn Python by Building Data Science Applications, published by Packt

mbtaviz.github.io

Visualizing MBTA Data

pandas_everything

pokemon-stay-prototype

A simple prototype for the game, "Pokemon Stay" exercise in python. Written in Jupyter notebooks. As part of some exercises for General Assembly.

predict-customer-churn

A general-purpose framework for solving problems with machine learning applied to predicting customer churn

python-machine-learning

Introduction to scikit-learn and TPOT

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

rise

RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension