Tour Anaconda Enterprise Without Leaving Your Desk

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Tour Anaconda Enterprise Without Leaving Your DeskAccelerate. Connect. Empower.Ian Stokes-ReesComputational ScientistDecember 15, 2016

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & Proprietary

Join us for the inaugural AnacondaCONDiscover What #OpenDataScienceMeans

http://anacondacon17.io

Speakers from industry, government, academiaDemos, BoFs, Panels, Exhibits, Partner Showcase

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2016 Continuum Analytics - Confidential & ProprietaryPh.D. at the University of Oxford, working on the CERN LHCb particle physics experimentHarvard University, working on computational techniques for protein structure determinationJoined Continuum Analytics in 2013Greatest interest: enabling communication, collaboration and discovery using high performance computing infrastructure

Ian Stokes-Rees @ijstokesComputational Scientist, Continuum Analytics

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2016 Continuum Analytics - Confidential & ProprietaryIntro to Anaconda Enterprise Notebooks for effortless collaborationPublish analytics using Anaconda EnterpriseDiscover deep insights with interactive visualizationsCommunicate work to all levels through interactive visualizationsDeploy data science with Anaconda and engage your team with intuitive and relevant data science narrativesQ&AAgenda

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2016 Continuum Analytics - Confidential & ProprietaryAnaconda Distribution

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2016 Continuum Analytics - Confidential & ProprietaryANACONDA Accelerates Adoption of Open Data Science for EnterprisesEasy to installAgile data explorationPowerful data analysisSimple to collaborateAccessible to everyone

PYTHON & R OPEN SOURCE ANALYTICS

NumPy

SciPy

Pandas

Scikit-learn

Jupyter/IPython

Numba

Matplotlib

Spyder

Numexpr

Cython

Theano

Scikit-image

NLTK

NetworkX

IRKernel

dplyr

shiny

ggplot2

tidyr

caret

PySpark

& 720+ packages

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2016 Continuum Analytics - Confidential & ProprietaryOpen source now & forever BSD licenseEnterprise ready easy to install with tested and validated packages6

Full Featured Analytics Platform

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & Proprietary

Hundreds of Analytics Tools - Integrated

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & ProprietaryAnaconda Distribution PromiseIndividualsGovernmentCommercialStudentsEducationalResearchApplication embeddingCommercialNo time limitsNo trialsNo license filesNo expiry

Free for everyoneFree forany useFreeforever

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2016 Continuum Analytics - Confidential & Proprietary

Anaconda Solves Many Analytics ProblemsDeployment: Windows, Mac, LinuxReproducibilityExtensibility and FlexibilityOver 100,000 Conda packages available todayMulti-language: Python, R, Scala, Julia and moreWidely used:Hundreds of companiesMillions of usersMillions of annual downloadsAnalytics sandboxes without VMs or containers

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & Proprietary

Anaconda DistributionWho is it for?Single userSingle systemUnrestricted access to public InternetAccess to Anaconda CloudWhen do you need Anaconda Enterprise?Multiple usersCollaborationCompute clustersHadoopOn-premesis package mirrorPrivate package repository

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & ProprietaryAnaconda Enterprise

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2016 Continuum Analytics - Confidential & Proprietary

Anaconda Platform

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & ProprietaryData Lab: shared analytics cluster

Package ControlInternal Anaconda Repository

AuthenticationAnaconda Enterprise Notebook ServerComputationWeb Interface

Active Directory/ LDAPOptional

Anaconda Enterprise Architecture

Data Scientist (Mac)Business Analyst (Win)DevOps Engineer (Linux)

PublishFetch

Productionanalytics cluster

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2016 Continuum Analytics - Confidential & Proprietary

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2016 Continuum Analytics - Confidential & Proprietary

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Data lineage

Interactive VisualizationsAdvanced notebook extensionsAnaconda Enhanced Jupyter Notebooks

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2016 Continuum Analytics - Confidential & ProprietaryExcel + Python + Jupyter

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2016 Continuum Analytics - Confidential & ProprietaryAnaconda Fusion Excel IntegrationBRING interactive visualizations, machine learning and ETL to ExcelBRIDGE Excel Data to Python & R through notebooksACCESS all the power of Python and Big Data, natively embedded inside ExcelAnaconda Fusion brings Open Data Science to Microsoft Excel

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2016 Continuum Analytics - Confidential & ProprietaryParallel Data Processing

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2016 Continuum Analytics - Confidential & ProprietaryParallel and Distributed Pandas and NumpyLow latency workflow managerGraphical toolsSimple APIsExtensible and generalizable to other data structures

Dask: Parallel Data Processing

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2016 Continuum Analytics - Confidential & Proprietary

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Dask: Parallel Data Processing

Synthetic views of Numpy ndarraysSynthetic views of Pandas DataFrameswith HDFS support

DAG construction and workflow manager

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2016 Continuum Analytics - Confidential & ProprietaryInteractive Data Vizualization Apps

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2016 Continuum Analytics - Confidential & Proprietary

Interactive Data Visualization

Interactive viz, widgets, and toolsVersatile high level graphicsStreaming, dynamic, large dataOptimized for the browserNo JavascriptWith or without a server

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2016 Continuum Analytics - Confidential & ProprietaryRapid Prototyping Visual AppsPython interfaceR interfaceSmart plotting

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2016 Continuum Analytics - Confidential & ProprietaryGeoviews and Datashader

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2016 Continuum Analytics - Confidential & ProprietaryDatashader: Rendering a Billion Points of Data

datashader provides a fast, configurable visualization pipeline for faithfully revealing even very large datasetsEach of these visualizations requires just a few lines of code and no magic numbers to adjust by trial and error.

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2016 Continuum Analytics - Confidential & Proprietary

Datashader

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2016 Continuum Analytics - Confidential & ProprietaryAnaconda Accelerate

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2016 Continuum Analytics - Confidential & ProprietaryGPU Acceleration in PythonLinear algebra, FFTs, sorting, random number generation

Fast algorithms for nVidia GPUsData profiling in Jupyter NotebooksWorks with NumbaTrack what size and type of data is beingpassed through your algorithm for better optimization decision-makingDesigned to be used in conjunction with the Numba Python compiler for CPUs and GPUs

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2016 Continuum Analytics - Confidential & Proprietary

Linear Algebra on the GPU with Anaconda AccelerateDouble precision matrix-matrix multiplicationIntel Core i7-4820K 3.70GHz CPU vs. NVIDIA Tesla K20c

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & Proprietary

Data Profiling

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & ProprietaryData Science Workflows

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2016 Continuum Analytics - Confidential & Proprietary

Laptop to Cluster

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & Proprietary

Analytics artifact repository

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & Proprietary

From Data Lab to Production Analytics

221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5440info@continuum.io

@ContinuumIO

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & ProprietaryQuestions?

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2016 Continuum Analytics - Confidential & ProprietaryTry it out yourselfSign up for an Anaconda Enterprise Test Drive:know.continuum.io/Anaconda-Enterprise-Test-Drive.htmlMeet up with other thought leaders like youRegister for AnacondaCON February 7-9, 2017: anacondacon17.ioLearn more about the Anaconda PlatformCheck out the Resources tab for webinars, whitepapers and more: continuum.io/Next Steps

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2016 Continuum Analytics - Confidential & ProprietaryContinuum AnalyticsWe empower data science teamsto make the world a better placeWe Empower Data Science Teams to Make the World Better221 W. 6th StreetSuite #1550Austin, TX 78701+1 512.222.5400

2016 Continuum Analytics - Confidential & Proprietary

2016 Continuum Analytics - Confidential & Proprietary

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