Python for Big Data

By DongWoo

Stories on Python for Big Data

Let's Write an LLVM Specializer for Python!
stephendiehl.com
This is the followup to my talk LLVM Optimized Python at the Harvard-Smithsonian Center for Astrophysics, we'll do the deep dive that I didn't have …
Realtime Data Processing at Facebook
muratbuffalo.blogspot.com - Murat
Recently there has been a lot of development in realtime data processing systems, including Twitter's Storm and Heron, Google's Millwheel, and …
R vs Python: head to head data analysis
kdnuggets.com
By Vik Paruchuri, Dataquest.io. There have been dozens of articles written comparing Python and R from a subjective standpoint. We’ll add our own …
Hacker's guide to Neural Networks
karpathy.github.io
Hi there, I’m a CS PhD student at Stanford. I’ve worked on Deep Learning for a few years as part of my research and among several of my related pet …
Introducing Dynomite - Making Non-Distributed Databases, Distributed
netflix.com - Christos Kalantzis
Introduction & Overview Server ArchitectureMotivationDynomite Topology Replication Highly available reads Pluggable DatastoresStandard open source …
Push API
w3.org
5.1 Example This section is non-normative. Example 1 // https://example.com/serviceworker.js <span …
The Future Fabric of Data Analysis http://t.co/4r6RRHNbE7 (cmts http://t.co/euI3Xj02Q3)
Hacker News YC on Twitter
Python is the Language of the Year
google.com - Pierre Carbonnelle
Python is the Language of the Year Python is the "language of the year" according to the PYPL index : it had the biggest increase in popularity share …
Python Programming
Building Python Packages with Maven
reddit.com
0 Posted by u/m4dc4p 5 years ago Archived urbanairship.com/blog/2... 3 comments save hide report 50% Upvoted This thread is archived New comments cannot be …
An Asynchronous Dataflow Implementation – Part 2 http://t.co/TPlp7nUSpR (cmts http://t.co/u0Vl2tPi7E)
Hacker News YC on Twitter
Scipy Lecture Notes — Scipy lecture notes
scipy-lectures.github.io
BayesDB
mit.edu
BayesDB is a probabilistic programming platform that provides built-in non-parametric Bayesian model discovery. BayesDB makes it easy for users …
Protocoin – a pure Python Bitcoin protocol implementation | Terra Incognita
sourceforge.net - by Christian S. Perone
Just release the first version of Protocoin, a pure Python Bitcoin protocol implementation, for more information see the documentation or the project …
Is machine learning hard? Not always
insideintercom.io - Ben McRedmond
There’s a common misconception that you have to be an AI wizard or mathematician to use machine learning in your work. That machine learning requires …
Deep Learning 101
markus.com - Markus Beissinger
Deep learning has become something of a buzzword in recent years with the explosion of 'big data', 'data science', and their derivatives mentioned in …
qstats – quick and dirty statistics tool for the Unix pipeline
onthelambda.com - [email protected]
Back when 200MB hard drives were the size of washing machines and programs had no choice but to be as efficient as possible, Unix was born. In a …
Empiricism
Find a separating hyperplane with this One Weird Kernel Trick
oneweirdkerneltrick.com
If you still think Linear Algebra is useful, read this. Once again oneweirdkerneltrick.com brings you the latest groundbreaking, award-winning …
Data Science VM: Set Up Your Server in Four Steps
mit.edu - by natematias|Published November 3, 2013
Data Science VM is a script that automatically launches and configures a data science system on your computer or in the cloud in a half hour or less, …
Tutorials
Google's Python Lessons are Awesome
hartleybrody.com
Google's Python Lessons are Awesome January 25, 2012 Whether you’re just starting to learn Python, or you’ve been working with it for awhile, take note. …
tutorials
autonlab.org
Tutorial Slides by Andrew Moore A Tutorial On Using the Vizier Memory-Based Learning System By: Jeff Schneider, Mary Soon Lee, Andrew Moore Description: …
REST APIs and restaurants [Take II*]
byterot.blogspot.com
[Level C3] - "... and sauteed with the finest aromatic saffron - we import directly from our suppliers in Tibet - and garnished with the finest …
Intro to pandas data structures
gregreda.com - Greg Reda
UPDATE: If you're interested in learning pandas from a SQL perspective and would prefer to watch a video, you can find video of my 2014 PyData NYC …
How I Made Porn 20x More Efficient with Python
reddit.com
0 Posted byu/[deleted]5 years ago Archived toptal.com/python... 3 comments save hide report 35% Upvoted This thread is archived New comments cannot be posted …
Shiver: A Python thread pool for running LLVM functions in parallel
reddit.com
Realtime Analytics for Big Data: A Facebook Case Study
www.youtube.com
Really exciting stuff with a ggplot2-on-matplotlib clone from the @YhatHQ crew http://t.co/WRw7U3zq4Y #pydata
Wes McKinney on Twitter
Big Data at Khan Academy
mattfaus.com - Matt Faus
At Khan Academy, we currently have three frameworks for extracting meaningful information from the data we collect as students and teachers work …
JVM Heap dumping with GDB
atlassian.com - So you want your JVM’s heap… By jgray March 19, 2013 Filed under: Archives Work smarter, better, and faster with weekly tips and how-tos. Subscribe now
Abstract Dumping a JVM’s heap is an extremely useful tool for debugging problems with a J2EE application. Unfortunately, when a JVM explodes, using …