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Scientific Computing with Python

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Pandas for Data Analysis | SciPy 2017 Tutorial | Daniel Chen

Computational Statistics | SciPy 2017 Tutorial | Allen Downey

Dash A New Framework for Building User Interfaces for Technical Computing | SciPy 2017 | Chris Par

Machine Learning with scikit learn Part One | SciPy 2017 Tutorial | Andreas Mueller Alexandre Gram

Introduction to Numerical Computing with NumPy | SciPy 2017 Tutorial | Dillon Niederhut

Fully Convolutional Networks for Image Segmentation | SciPy 2017 | Daniil Pakhomov

Numba Tell Those C Bullies to Get Lost | SciPy 2017 Tutorial | Gil Forsyth Lorena Barba

Deploying Interactive Jupyter Dashboards for Visualizing Hundreds of Millions of Datapoints in 30 L

Anatomy of Matplotlib | SciPy 2017 Tutorial | Ben Root

The Jupyter Interactive Widget Ecosystem | SciPy 2017 Tutorial | Matt Craig Sylvain Corlay Jason

Python and Tableau Building an Interactive and Beautiful Data Visualization with TabPy | SciPy 201

Modern Optimization Methods in Python | SciPy 2017 Tutorial | Michael McKerns

Parallel Data Analysis in Python | SciPy 2017 Tutorial | Matthew Rocklin Ben Zaitlen Aron Ahmadia

scikit image Image Processing for Python | SciPy 2017 Tutorial | Stéfan van der Walt Emmanuelle

A Python API for Earth | SciPy 2017 | Sam Skillman

nbgrader A Tool for Creating and Grading Assignments in the Jupyter Notebook | SciPy 2017 | Jessic

Automatic Code Generation with SymPy | SciPy 2017 Tutorial | Jason Aaron Björn Kenneth

Machine Learning with scikit learn Part Two | SciPy 2017 Tutorial | Andreas Mueller Alexandre Gram

Dask Advanced Techniques | SciPy 2017 | Matthew Rocklin

Cython for Data Scientists and Data Scientists | SciPy 2017 Tutorial | Dillon Niederhut Prabhu

Interactive Data Visualization with HoloViews Bokeh | SciPy 2017 Tutorial | Jean Luc Stevens Bry

Software Carpentry Scientific Python Course Part 1 | SciPy 2017 Tutorial | Maxim Belkin

Parallelizing Scientific Python with Dask | SciPy 2017 Tutorial | James Crist

HDF5 take 2 h5py PyTables | SciPy 2017 Tutorial | Tom Kooij

Keynote Drilling the Chicxulub Impact Structure Study of Large Impact Formation and Effects

pomegranate | Fast and Flexible Probabilistic Modeling in Python | SciPy 2017 | Jacob Schreiber

Keynote Coding for Science and Innovation | SciPy 2017 | Gaël Varoquaux

SciSheets Providing the Power of Programming with the Simplicity of Spreadsheets | SciPy 2017 | Jo

The Spyder Ecosystem of Plugins | SciPy 2017 | Carlos Cordoba

Scientific Analysis at Scale a Comparison of Five Systems | SciPy 2017 | Jake VanderPlas

Deep Learning with Geospatial Data | SciPy 2017 | Shane Grigsby

Signal Processing and Communications Hands On Using scikit dsp comm | SciPy 2017 Tutorial | Mark Wic

Network Science and Statistics Fundamentals and Applications | SciPy 2017 Tutorial | Eric Ma

bqplot Seamless Interactive Visualizations in the Jupyter Notebook | SciPy 2017 | Dhruv Madeka

Big Data Processing with Apache Beam Python | SciPy 2017 | Robert Bradshaw

Optimised Finite Difference Computation from Symbolic Equations | SciPy 2017 | Michael Lange

Sacred How I Learned to Stop Worrying and Love the Research | SciPy 2017 | Klaus Greff

Bringing the Generic Mapping Tools to Python | SciPy 2017 | Leonardo Uieda Paul Wessel

Keynote Academic Open Source | SciPy 2017 | Kathryn Huff

MatchPy A Pattern Matching Library | SciPy 2017 | Manuel Krebber

Learning in Cycles Implementing Sustainable Machine Learning Models in Production | SciPy 2017 | And

Vizic A Jupyter Based Interactive Visualization Tool for Astronomical Catalogs | SciPy 2017 | Weix

Pygridtools A Collaboration Academia Open Source and the Private Sector | SciPy 2017 | Paul Hobs

Lightning Talks | SciPy 2017 | Wed July 12

Berryconda Scientific Python on the Raspberry Pi | SciPy 2017 | Jonathan Helmus

Stingray A Library of Time Series Methods for Astronomical X Ray Data | SciPy 2017 | Himanshu Mish

Efficient Array Computing in C with xtensor and Apache Arrow | SciPy 2017 | Sylvain Corlay

Efficient Image Search and Identification The Making of Wine O AI | SciPy 2017 | Michelle Gill

Introducing JOSS The Journal of Open Source Software | SciPy 2017 | Kyle Niemeyer

Sarkas A Fast Pure Python Molecular Dynamics Code | SciPy 2017 | Gautham Dharuman

Terabytes at Your Fingertips Interactive Big Data Coding with PySpark | SciPy 2017 | Sam Penrose

Lightning Talks | SciPy 2017 | Fri July 14

MNE Python to See the Brain at a Millisecond Time Scale | SciPy 2017 | Alexandre Gramfort

Make it Work Make it Right Make it Fast Debugging and Profiling in Dask | SciPy 2017 | James Cri

Make Your Observational Study an Experiment | SciPy 2017 | Peter Skipper

Hunting for Emerging Trends in Music Using Bayesian Inference | SciPy 2017 | Alex Companioni

The Demeshening The Next Generation of Particle Support in yt | SciPy 2017 | Goldbaum Lang

Scientific MicroPython on Microcontrollers and IoT | SciPy 2017 | Roberto Colistete Jr

Software Carpentry Scientific Python Course Part 2 | SciPy 2017 Tutorial | Maxim Belkin

HDF Data Services | SciPy 2017 | John Readey

Designing a Python based Monte Carlo Tool for Generating Non Equilibrium Semi Crystalline Polymer Co

Lightning Talks | SciPy 2017 | Thurs July 13

Predicting Phenotype from Genotype with Machine Learning | SciPy 2017 | Patricia Francis Lyon

Calculating Radiation Doses for Tumor Treatment with Learning Algorithms | SciPy 2017 | Roy Keyes

The OOF Finite Element Tool for Materials Science | SciPy 2017 | Andrew Reid

A Fast Template Periodogram for Finding Periodic Non Sinusoidal Waveforms in Noisy Irregularly Samp

LabbookDB | SciPy 2017 | Horea Ioan Ioanas

Composable Multiprocessing and Multithreading for Numeric Libraries | SciPy 2017 | Anton Malakhov A

Global 5 Meter Resolution Time Series Mosaics | SciPy 2017 | Amit Kapadia

Dataflow Notebooks Encoding and Using Cell Dependencies | SciPy 2017 | David Koop

MetPy s Choice of Unit Support A Descent into Madness | SciPy 2017 | Ryan May John Leeman

Interactive Geophysics | SciPy 2017 | Lindsey Heagy

Creating Reproducible Experiments with ReproZip | SciPy 2017 | Vicky Steeves Fernando Chirigati R

Rambutan A Python Package for Predicting 3D Genome Architecture | SciPy 2017 | Jacob Schreiber

pulse2percept A Python based Simulation Framework for Bionic Vision | SciPy 2017 | Michael Beyeler

Robust Color Matching of Geospatial Data An Alternative to Histogram Matching | SciPy 2017 | Joe K

Reskit — A Library for Creating and Curating Reproducible Pipelines for Scientific Machine Learning

NEXT Machine Learning Crowdsourcing and Cartoons | SciPy 2017 | Scott Sievert

Systematic Application of PySPH to Bubble Dynamics | SciPy 2017 | Erin Arai

Quantifying Plastic Deformation using Machine Learning | SciPy 2017 | Michail Tzimas

Distributed Convex Optimization for GLMs | SciPy 2017 | Chris White Hussain Sultan

From the Field to Geostationary Orbit Mapping Lightning with Python | SciPy 2017 | Eric Bruning

PyHRF A Python Library for the Analysis of fMRI Data Based on the Study of Hemodynamics | SciPy 20

hybrid vocal classifier HVC a Python Package to Automate Labeling of Birdsong for Behavioral Experim

PyGBe Python GPUs and Boundary Elements for Biomolecular Electrostatics | SciPy 2017 | Natalia Cl

Tomviz A Platform for Reproducible Materials Tomography | SciPy 2017 | Marcus Hanwell

Materials Project A Prime Case of Software Engineering in Materials Sciences | SciPy 2017 | Patric

WARNO Multi platform Monitoring Framework for Remote Sensing Instrumentation | SciPy 2017 | Joseph

ChiantiPy a Python Package for Astrophysical Spectroscopy | SciPy 2017 | Will Barnes Kenneth Der

Time Atmospheric Data During VORTEX SE | SciPy 2017 | Abby Kenyon Aaron Hill

Diversity Inclusion at the SciPy Conference | SciPy 2017 | Julie Hollek

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In the Scientific Computing with Python Certification, you'll learn Python fundamentals like variables, loops, conditionals, and functions. Then you'll quickly ramp up to complex data structures, networking, relational databases, and data visualization.

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