An example of Predictive Analytics: Building a Recommendation Engine using Python

Bayesian inference with PyMC 3

Big Data Analytics- The Best of the Worst: AntiPatterns & Antidotes

Bokeh Dashboard Capability Use Case Demo

Bot or Not

Counterfactual evaluation of machine learning models

Creating an intelligent world at Dato

High Throughput Processing of Space Debris Data

Integration with the Vernacular

Jupyter Notebooks and ML Model Operationalization

Keynote - A Systems View of Machine Learning

Keynote - Data driven Education and the Quantified Student

Low Friction NLP with Gensim

Mistakes I've Made

NLP and text analytics at scale with PySpark and notebooks

Numba: Flexible analytics written in Python with machine code speeds and avoiding

Pandas Under The Hood: Peeking behind the scenes of a high performance data analys

Python Data Bikeshed

Sequoia: Point Cloud Processing and Meshing

Social Media Brand Positioning Workflow

State of the Library: matplotlib

Statistical learning of human brain structure

The Possibilities Of Plotting With pandas and IPython

Top 5 uses of Redis as a Database

Why "data informed" beats "data driven

Accelerate data analytics and Python performance with Intel® software

Accelerating the Random Forest algorithm for commodity parallel hardware

An Intuitive Introduction to the Fourier Transform and FFT

Anaconda Cluster Use Case

Blaze and Odo

Brains & Brawn: the Logic and Implementation of a Redesigned Adver

Building a JIT for Python

Building TaxBrain: Numba enabled Financial Computing on the Web

Deep Learning with Python: getting started & getting from ideas to insights in mins

Democratizing Data Science

From DataFrames to Interactive Web Applications in 10 minutes

Hack the Derivative

Investigating User Experience with Natural Language Analysis

Jupyter for Education: Beyond Gutenberg and Erasmus

Keynote- Clouded Intelligence

Keynote - Computation at the edges

Learning Data Science Using Functional Python

Memex - Mining the Dark Web

Mixed language Python & C++ debugging with Python Tools for Visual Studio

Panel: Using, contributing to, and integrating open source in large corporate environments

Saving Lives with Data: Python and Global Health

SFrame and SGraph

Sparkling Pandas- Letting Pandas Roam on Spark DataFrames

Straight, White Males Should Advocate for Diversity

Supernova Cosmology with python

Swarm Intelligence Optimization using Python

Testing for Data Scientists

The past, present, and future of Jupyter and IPython

Trend Estimation in Time Series Signals

University of Washington eScience Institute

Using Python and Azure Machine Learning

What's coming in Python 3.5 and why you should be excited

When is it good to be bad? How do hockey penalties affect the outcome of the game?

Who needs users? Just simulate them!

A brief introduction to Distributed Computing with PySpark

Beautiful Interactive Visualizations in the Browser with Bokeh

Dask: out of core arrays with task scheduling

Keynote - Computer Science: America's Untapped Opportunity

Machine Learning with Scikit Learn

Pandas: .head() to .tail()

PySnpTools - A New Open Source Library for Reading & Manipulating Matrix Data

Python for Data Science: A Rapid On ramp Primer

Real Time Change Detection on Streaming Data

Scalable Pipelines with Luigi or: I’ll have the Data Engineering, hold the Java!

Simplified statistics through simulation

Using Python for Linguistic Data Analysis