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Resources for developers using Python for scientific computing and quantitative analysis

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Archives for May 2015

Latest Python Resources (check out PyQuant Books)

Data Science to Improve Health and Fitness datascienceweekly.org

Published May 31, 2015 under Data Science

Data Science

What Does a Neural Network Actually Do? moalquraishi.wordpress.com

Published May 30, 2015 under Data Science

Data Science, Neural Network

Optimizing Python airpair.com

Published May 29, 2015 under Python

Python

11 Python Libraries You Might Not Know blog.yhathq.com

Published May 28, 2015 under Python

Python

Algorithmic Tagging of HackerNews (or any other site) blog.algorithmia.com

Published May 24, 2015 under Data Science

Data Science

Launching a Spark/Shark Cluster on EC2 ampcamp.berkeley.edu

Published May 23, 2015 under Data Science

Apache Spark, Data Science, Weekend Project

Linear Discriminant Analysis Bit by Bit sebastianraschka.com

Published May 22, 2015 under Data Science

Data Science, Machine Learning, Python

KCBO – A Bayesian Data Analysis Toolkit in Python blog.henryhhammond.com

Published May 22, 2015 under Data Science

Data Science, Machine Learning, Python

Estimating Financial Risk with Apache Spark blog.cloudera.com

Published May 22, 2015 under Data Science

Apache Spark, Data Science

SCOTUS Predictions: Predicting 7,000 Cases Over 60 Years with 71% Accuracy joshblackman.com

Published May 22, 2015 under Data Science

Data Science

Building a Data Pipeline from Scratch youtube.com

Published May 22, 2015 under Data Science

Apache Spark, Big Data, Data Science

Neural Network Application: Predicting the Stock Market nbviewer.ipython.org

Published May 21, 2015 under Data Science

Data Science, Neural Network, Trading

Predictive modeling, supervised learning, and pattern classification sebastianraschka.com

Published May 21, 2015 under Machine Learning

Machine Learning

Train an artificial neural network with a constraint solver p-col.org

Published May 21, 2015 under Neural Networks

Machine Learning, Neural Network

DataTau (data science from the fire hose) datatau.com

Published May 20, 2015 under Data Science

Data Science

Understanding Convolutions colah.github.io

Published May 20, 2015 under Data Science

Data Science, Deep Learning, Machine Learning

How to Use a Decision Tree to Trade Bank of America Stock inovancetech.com

Published May 20, 2015 under Quant Finance

Quant Finance, Trading

Markov Chains: A visual explanation setosa.io

Published May 20, 2015 under Data Science

Data Science, Markov Chains

Apache Spark – A Platform for Large-Scale Neuroscience youtube.com

Published May 19, 2015 under Data Science

Apache Spark, Data Science

Awesome Machine Learning Frameworks, Libraries and Software github.com

Published May 19, 2015 under Data Science

Data Science, Machine Learning

Music recommendations with 300m data points and one SQL query apassant.net

Published May 19, 2015 under Data Science

Data Science

About Feature Scaling and Normalization sebastianraschka.com

Published May 19, 2015 under Data Science

Data Science, Machine Learning

What is deep learning, and why should you care? radar.oreilly.com

Published May 19, 2015 under Data Science

Data Science, Deep Learning

Extracting audio from visual information newsoffice.mit.edu

Published May 18, 2015 under Data Science

Data Science

Downloading Google Intraday Historical Data with Python trading.cheno.net

Published May 18, 2015 under Trading

Python, Trading

Analyzing Big Data with Twitter and Apache Spark youtube.com

Published May 18, 2015 under Data Science

Apache Spark, Big Data, Data Science, Twitter

Doing Data Science in a Startup dynamicyield.com

Published May 18, 2015 under Data Science

Data Science, Startup

Principal Component Analysis with Numpy glowingpython.blogspot.co.uk

Published May 18, 2015 under Python

Machine Learning, Numpy, PCA, Python

Best Free Machine Learning eBooks designimag.com

Published May 17, 2015 under Machine Learning

Ebook, Free, Machine Learning

The Gateway – Python interface to the futures markets scctrader.azurewebsites.net

Published May 15, 2015 under Trading

Algorithmic Trading, Python, Trading

Introduction to Support Vector Machines beta.oreilly.com

Published May 15, 2015 under Machine Learning

Machine Learning, Python, SVM

Using Python and Neo4j for Data Analytics youtube.com

Published May 15, 2015 under Python

Graph, Neo4j, Python

Plotting Data From Your Redshift Data Warehouse plot.ly

Published May 15, 2015 under Data Science

AWS, Big Data, Data Science, Python

gplearn – Genetic Programming in Python gplearn.readthedocs.org

Published May 15, 2015 under Machine Learning

Genetic Programming, Machine Learning, Python

Logistic Regression and Gradient Descent nbviewer.ipython.org

Published May 15, 2015 under Machine Learning

Machine Learning, Python

PyPy.js – Python on the Web – Talk at PyCon 2015 youtube.com

Published May 15, 2015 under Python

Python

20 Big Data Repositories You Should Check Out datasciencecentral.com

Published May 15, 2015 under Machine Learning

Big Data, Data Science, Machine Learning

Scientific Python Tips and Tricks scottsievert.github.io

Published May 15, 2015 under Python

Python

High Performance Text Processing in Machine Learning youtube.com

Published May 15, 2015 under Data Science

Data Science, Machine Learning, Python

Single Speaker Speech Recognition with Hidden Markov Models kastnerkyle.github.io

Published May 15, 2015 under Data Science

Data Science, Python

R v. Python in data science 101.datascience.community

Published May 13, 2015 under Data Science

Data Science, Python, R

Keras: Theano-based deep learning library keras.io

Published May 12, 2015 under Machine Learning

Deep Learning, Machine Learning, Python

Python Classes and Object Oriented Programming jeffknupp.com

Published May 11, 2015 under Python

Python

Sentiment Classification Using scikit-learn youtube.com

Published May 11, 2015 under Data Science

Data Science, Machine Learning

Scientific Programming with NumPy and SciPy youtube.com

Published May 10, 2015 under Python

Numpy, Python, SciPy

An introduction to parallel programming using the Python multiprocessing module sebastianraschka.com

Published May 9, 2015 under Python

Python

Deep Learning for Natural Language Processing vimeo.com

Published May 8, 2015 under Data Science

Data Science, Deep Learning

Leverage Python, SciKit, and text classification for behavioral profiling ibm.com

Published May 8, 2015 under Python

NLP, Python

Intro to natural language processing in Python blog.scripted.com

Published May 8, 2015 under Data Science

Data Science, NLP

Using SQLite full-text search with Python charlesleifer.com

Published May 8, 2015 under Data Science

Data Science

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