kencyyeung Goto Github PK

artificial-intelligence

awesome-public-datasets

A awesome list of (large-scale) public datasets on the Internet. (On-going collection)

aws-big-data-blog

aws_scripts

Repository of useful scripts and instructions for using AWS

bashcrash

Bash Crash Course

building-spark-applications-live-lessons

Supporting content (slides and exercises) for the Addison-Wesley (Pearson) video series covering best practices for developing scalable Spark applications for predictive analytics in the context of a data scientist's standard workflow.

compass

The Jekyll theme for your personal landing page.

content

Official content for Harvard CS109

craigslist-auto-sales

Craigslist Auto Sales Analysis

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

ds-self-study

fraud_detection

fraud_nlp

galvanize-python-

git-primer-checkpoint

go

The Open Source Data Science Masters

introtomachinelearning

Intro To Machine Learning Galvanize

javascript

GitBook teaching programming basics with Javascript

killrweather

KillrWeather is a reference application (work in progress) showing how to easily integrate streaming and batch data processing with Apache Spark Streaming, Apache Cassandra, Apache Kafka and Akka for fast, streaming computations on time series data in asynchronous event-driven environments.

learn_data_science_in_3_months

This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube

learndatascience

Open Content for self-directed learning in data science

lessons-learned-data-science-interviews

Lessons learned the hard way through over 30+ data science interviews

mastering-natural-language-processing-with-python

Mastering Natural Language Processing with Python

mongo-db

Mongo DB

pdftabextract

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

pipelines_and_featureunions

An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.

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 ;)

python-modules

Random modules that I'm working on.

python-programming-exercises

100+ Python challenging programming exercises