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ansible

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications — automate in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com/ansible/

ansible-examples

A few starter examples of ansible playbooks, to show features and how they work together. See http://galaxy.ansible.com for example roles from the Ansible community for deploying many popular applications.

azure-data-pipelines

Industry Practicum Project on developing a scalable data pipeline using Microsoft Azure, Kubernetes and Pachyderm

beam

Apache Beam is a unified programming model for Batch and Streaming

beautifulsoup

Using BeautifulSoup to extract data from a website

bikesharingdemandprediction

Bike Sharing Demand Prediction for capital bike share.

cloud-custodian

Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resources

course-v3

The 3rd edition of course.fast.ai

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

craigslist_spamdetection

Natural Language Processing and Topic Modelling to detect spam in Craigslist ads

datasciencecoursera

Repositry for John Hopkins Course

deep-learning-specialization-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning.ai-assignments

dockerized-ds-python

A simple example of containerized data science with python and Docker.

dropwizard-rabbitmq-actors

RabbitMQ based actor system for dropwizard

fastai

The fastai deep learning library, plus lessons and and tutorials

first_ruby_rails

fraud-corruption-detection-data-science-pipeline-dssg2015

General tools for common data science tasks including data exploration, data cleaning, file appending, etc. Tools were created by the World Bank Data Science for Social Good Summer 2015 team (Emily Grace, Ankit Rai, and Elissa Redmiles).

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

janino

Janino is a super-small, super-fast Java™ compiler.

machinelearning

implementations of machine learning algorithms in Matlab/Octave

madhasri.github.io

pordocs

pycon-2019

Pycon 2019 Workshop

pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

rajat-181.github.io

Code that'll help you kickstart a personal website that showcases your work as a software developer.

tennis-analytics-in-r

Data Mining final course project to apply supervised learning in Sports Analytics

testing-in-data-science

Intro to Testing in Data Science Tutorial

testpublic