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Computing with Python

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Basic Sound Processing in Python | SciPy 2015 | Allen Downey

A Better Default Colormap for Matplotlib | SciPy 2015 | Nathaniel Smith and Stéfan van der Walt

Introduction to NumPy | SciPy 2015 Tutorial | Eric Jones

Librosa Audio and Music Signal Analysis in Python | SciPy 2015 | Brian McFee

Machine Learning with Scikit Learn | SciPy 2015 Tutorial | Andreas Mueller Kyle Kastner Part I

Deploying Python Machine Learning Models in Production | SciPy 2015 | Krishna Sridhar

Analyzing and Manipulating Data with Pandas | SciPy 2015 Tutorial | Jonathan Rocher

Cython Blend the Best of Python and C | SciPy 2015 Tutorial | Kurt Smith

HDF5 is Eating the World | SciPy 2015 | Andrew Collette

Image Analysis in Python with SciPy and Scikit Image | SciPy 2015 Tutorial | Stefan Van der Walt

Modern Optimization Methods in Python | SciPy 2015 Tutorial | Mike McKerns

VisPy Harnessing The GPU For Fast High Level Visualization | SciPy 2015 | Luke Campagnola

Agent Based Modeling in Python with Mesa | SciPy 2015 | Jackie Kazil David Masad

Statistical Thinking for Data Science | SciPy 2015 | Chris Fonnesbeck

Anatomy of matplotlib | SciPy 2015 Tutorial | Benjamin Root and Joe Kington

Geospatial Data with Open Source Tools in Python | SciPy 2015 Tutorial | Kelsey Jordahl

Keynote State of the Tools | SciPy 2015 | Jake VanderPlas

Accelerating Python with the Numba JIT Compiler | SciPy 2015 | Stanley Seibert

Building Python Data Apps with Blaze and Bokeh | SciPy 2015 Tutorial | Christine Doig Cardet

Teaching with IPython Jupyter Notebooks and JupyterHub | SciPy 2015 | Jessica Hamrick

Multibody Dynamics and Control with Python | SciPy 2015 Tutorial | Jason Moore James Crist

Keynote My Data Journey with Python |SciPy 2015 | Wes McKinney

pgmpy Probabilistic Graphical Models using Python | SciPy 2015 | Ankur Ankan Abinash Panda

Scientific Data Analysis and Visualization with VTK and ParaView | SciPy 2015 | Cory Quammen

Perceptual Color Maps in matplotlib for Oceanography | SciPy 2015 | Kristen Thyng

Efficient Python for High Performance Parallel Computing | SciPy 2015 Tutorial | Mike McKerns

The Polyglot Beaker Notebook | SciPy 2015 | Scott Draves

Machine Learning with Scikit Learn | SciPy 2015 Tutorial | Andreas Mueller Kyle Kastner Part II

Will Millennials Ever Get Married Survival Analysis and Marriage Data | SciPy 2015 | Allen Downey

Software Carpentry 2 Day Scientific Python Course Part 1 of 4 | SciPy 2015 Tutorial | Azalee Bos

Computational Statistics I | SciPy 2015 Tutorial | Allen Downey

xray N D Labeled Arrays and Datasets | SciPy 2015 | Stephan Hoyer

Dask Out of core NumPy Pandas through Task Scheduling | SciPy 2015 | James Crist

Software Carpentry 2 Day Scientific Python Course Part 2 of 4 | SciPy 2015 Tutorial | Azalee Bos

Story Time with Bokeh | SciPy 2015 | Bryan Van de Ven

Jupyter Advanced Topics Tutorial | SciPy 2015 Tutorial | Jonathan Frederic Matthias Bussonier Tho

ETE A Python Programming Toolkit for the Analysis and Visualization of Trees | SciPy 2015 | Jaime

Computational Statistics II | SciPy 2015 Tutorial | Chris Fonnesbeck

Deep Learning Tips from the Road | SciPy 2015 | Kyle Kastner

Python as a First Programming Language for Biomedical Scientists | SciPy 2015 | Jeannie Irwin

HoloViews Building Complex Visualizations Easily for Reproducible Science | SciPy 2015 | Jean Luc R

Examining Malware with Python | SciPy 2015 | Phil Roth

pycalphad Computational Thermodynamics in Python | SciPy 2015 | Richard Otis

Global Hydrology Analysis Using Python | SciPy 2015 | Mattheus Ueckermann

Software Carpentry 2 Day Scientific Python Course Part 3 of 4 | SciPy 2015 Tutorial | Azalee Bos

What the FORTRAN is Doing in Python | SciPy 2015 | En Zyme

Software Carpentry 2 Day Scientific Python Course Part 4 of 4 | SciPy 2015 Tutorial | Azalee Bos

Scikit bio A Bioinformatics Library for Data Scientists Students and Developers | SciPy 2015 | J

PyEDA Data Structures and Algorithms for Electronic Design Automation | SciPy 2015 | Chris Drake

Keynote Data Science at the New York Times | SciPy 2015 | Chris Wiggins

Jupyter Ipython State Of Multiuser And Real Time Collaboration | SciPy 2015 | Matthias Bussonnier

Causal Bayesian NetworkX | SciPy 2015 | Michael Pacer

Touch Your Data Color 3D Printing with Python | SciPy 2015 | Joe Kington

Signal Processing and Communications Teaching and Research Using IPython Notebook | SciPy 2015 | Mar

Circumventing the Linker Using SciPy s BLAS and LAPACK within Cython | SciPy 2015 | Ian Henriksen

PyStruct Structured Prediction in Python | SciPy 2015 | Andreas Mueller

PyRK A Python Package for Nuclear Reactor Kinetics | SciPy 2015 | Kathryn Huff

Practical Integration of Processing Inversion and Visualization of Magnetotelluric Geophysical Data

PySPLIT | SciPy 2015 | Mellissa Cross

State of the Library matplotlib | SciPy 2015 | Thomas Caswell Benjamin Root

Astropy in 2015 | SciPy 2015 | Erik Tollerud

Wrapping C and C Libraries with CastXML | SciPy 2015 | Brad King Bill Hoffman Matthew McCormick

Rapid Accurate and Simple Segmentation of OBjects in Medical Images | SciPy 2015 | Ross Mitchell

Lightning Talks | SciPy 2015 | 20150710

Visualizing Physiological Signals in Real Time | SciPy 2015 | Sebastian Sepulveda

Optimal Control and Parameter Identification of Dynamcal Systems with Direct Collocation using SymPy

Exploring Open Access Weather Radar with the Python ARM Toolkit | SciPy 2015 | Jonathan Helmus

Building a Cloud based Data Science Platform with Python | SciPy 2015 | Stephen Hoover

Eigenvector Spatial Filtering using NumPy and ArcGIS | SciPy 2015 | Bryan Chastain

Towards a Better Documentation System for Scientific Python | SciPy 2015 | Carlos Cordoba

LIGHTNING TALKS | SciPy 2015 | 20150709

Big Data in Practice The Example of Nilearn for Mining Brain Imaging Data | SciPy 2015 | Loic Este

Decorating Drones Using Drones to Delve Deeper into Intermediate Python | SciPy 2015 Tutorial | Ma

Blaze Odo | SciPy 2015 | Phillip Cloud

Dexy and Docker for Scientific Reproducibility | SciPy 2015 | Ana Nelson

Spatial Income Inequality Dynamics in PySAL | SciPy 2015 | Wei Kang Sergio Rey

Analysis and Visualization of Imaging Experiments with IPython sklearn and bokeh | SciPy 2015 | Bla

Striplog Wrangling 1D Subsurface Data | SciPy 2015 | Matt Hall

Python in Data Science Research and Education | SciPy 2015 | Randy Paffenroth

So How ARE Scientists Using Python on Supercomputers | SciPy 2015 | Michael Milligan

ASDF a New Scientific Data Format | SciPy 2015 | Perry Greenfield Michael Droettboom Erik Bray

Using Python to Span the Gap Between Education Research and Industry Applications in Geophysics |

RESTful HDF | SciPy 2015 | John Readey

Docker for Improved Reproducibility of Scientific Python Analyses | SciPy 2015 | Matthew McCormick

Qiita Report of Progress Towards an Open Access Microbiome Data Analysis and Visualization Platfor

A Standardized Framework for Working with Met Ocean Data | SciPy 2015 | Richard Signell

Python Tools for Space Mission Data Analyses | SciPy 2015 | Michael Aye

Lightning Talks | SciPy 2015 | 20150708

The Need for New Tools for Materials Discovery | SciPy 2015 | Christopher Wilmer

Geodynamic Simulations in HPC with Python | SciPy 2015 | Nicola Creati

Analyzing Genomic Data with PyEnsembl and Varcode | SciPy 2015 | Alex Rubinsteyn

Scientific Python using Mobile OS | SciPy 2015 | Roberto Colistete Junior

Statistical Learning of Human Brain Structure in DIPY | SciPy 2015 | Ariel Rokem Franco Pestilli B

From Zero to Hero in Two Years Open Collaborative Radar Software and the Secret to our Success | Sc

UDL Unified Interface for Deep Learning | SciPy 2015 | Haitham Elmarakeby

TrendVis An Elegant Interface for Dense Sparkline Like Quantitative Visualizations of Multiple Se

DistArray Distributed Array Computing for Python | SciPy 2015 | Robert Grant

Scientific Computing for Undergraduates Getting Students into the Kitchen | SciPy 2015 | Amelia Mc

Python Derived Imaging Biomarkers of Dementia | SciPy 2015 | Ross Mitchell

klepto Unified Persistent Storage to Memory Database or Disk | SciPy 2015 | Michael McKerns

Python in Tidal Energy Three Tools Used in a Collaboration on Array Optimization | SciPy 2015 | Kri

Welcome to the Algo Wars Leveraging Design Thinking for Building Scalable Enterprise Intelligent S

Structural Cohesion Visualization and Heuristics for Fast Computation with NetworkX and matplotlib

The James Webb Space Telescope Data Calibration Pipeline | SciPy 2015 | Howard Bushouse

Exploring Open Source Community Dynamics with BigBang | SciPy 2015 | Sebastian Benthall

An Open Source Data Archive for Expert Annotated Dermoscopic Images | SciPy 2015 | Brian Helba

Widgets and Astropy Accomplishing Productive Research with Undergraduates | SciPy 2015 | Matthew Cr

Who Needs Standard Stars Anyway Telluric Model Fitting with TelFit | SciPy 2015 | Kevin Gullikson

Typing Arrays with DyND | SciPy 2015 | Mark Wiebe

From 1 Day Release to 1 Min Release or How to Recover Time with Automation | SciPy 2015 | Damian Avi

Automated Image Quality Monitoring with IQMon | SciPy 2015 | Josh Walawender

A Framework for Analyzing GADGET Simulation Data in Pandas | SciPy 2015 | Jacob Hummel

Characterizing the Seafloor with Python as a Toolbox | SciPy 2015 | Johanna Hansen

Keep on Releasin Continuous Delivery for Open Source | SciPy 2015 | Philip Elson

A Cloud Service to Record Simulation Metadata | SciPy 2015 | Yannick Congo

Congress New Media A Data Driven Study of Congressional Public Relations | SciPy 2015 | Brian Smi

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Python is one of the most popular, flexible programming languages today. You can use it for everything from basic scripting to machine learning you'll learn Python fundamentals like variables, loops, conditionals, and functions.

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