Supercharging Excel with Anaconda Fusion | AnacondaCON 2017
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Transcript of Supercharging Excel with Anaconda Fusion | AnacondaCON 2017
SUPERCHARGING EXCEL WITH ANACONDA FUSION
#OpenDataScienceMeans #AnacondaCON
Christine DoigAnaconda Fusion Product Manager
Fabio PligerAnaconda Fusion Tech Lead
#OpenDataScienceMeans #AnacondaCON
Connect the dots
Unlock the value in data
Make smarter decisions
Direct decisions based on data
Focus on business value
Adapt to change, rapidly
OPEN DATA SCIENCE IN ORGANIZATIONS
#OpenDataScienceMeans #AnacondaCON
SEARCHING FOR A MYTHICAL UNICORN, THE DATA SCIENTIST
Numba
dask
xlwings
Airflow
Blaze
Distributed Systems
Business Intelligence
Web
Scientific Computing / HPC
Machine Learning/ Statistics
#OpenDataScienceMeans #AnacondaCON
THE DATA SCIENCE TEAM
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BUSINESS ANALYSTS AND DATA SCIENTISTS
Works with: Excel, Tableau, SQL Python, Hadoop, Spark
Thinks data is: spreadsheets, tables dataframes, arrays
Delivers: Report, dashboards, spreadsheets
Notebooks, code, interactive visualizations
#OpenDataScienceMeans #AnacondaCON
BUSINESS ANALYSTS ARE BEING LEFT OUT OF THE OPEN DATA SCIENCE REVOLUTION
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Big Data & ETL
Interactive Data Visualizations
Machine Learning
Statistics and Advanced Analytics
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100X INCREASED IMPACT OF OPEN DATA SCIENCE IN YOUR ORGANIZATION
Data Scientist Business Analysts
Jupyter UsersEst. 3-6 million
Excel Users Est. 750 Million
#OpenDataScienceMeans #AnacondaCON 9
Data ScientistAnalysts
Big Data & ETL
Interactive Data Visualizations
Machine Learning
Statistics and Advanced Analytics
ANACONDA FUSION BRINGS ANALYSTS TO THE OPEN DATA SCIENCE TABLE
#OpenDataScienceMeans #AnacondaCON
ANACONDA FUSION IS REVOLUTIONIZING HOW BUSINESS ANALYSTS DO DATA SCIENCE
• Anaconda Fusion is a Microsoft Excel® Add-in that enables a unique and simple link between Excel and Python without writing code
• Anaconda Fusion is targeted to Business Analysts who want “No Code” Data Science
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ANALYSTS AND DATA SCIENTISTS CAN KEEP USING THEIR PREFERRED TOOLS
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“NO CODE” DATA SCIENCE EXAMPLE
1 2Select Anaconda Fusion Notebook and click “Upload”
Select function you wish to run
Click “Run” Data is loaded into spreadsheet3 4
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JUST CHANGE ONE LINE OF CODE IN YOUR NOTEBOOK
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• Extract data - pull data directly into Excel to perform analysis
• Machine Learning – use trained models created by Data Scientists and plug them into your spreadsheet data
• Interactive Visualizations – create custom advanced interactive graphs, charts and plots from Excel data
• Big Data – analyze, transform, model and query data stored in Hadoop and Spark
Figure: Anaconda Fusion on Mac
ANACONDA FUSION USE CASES
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SELF-SERVICE BIG DATA ANALYTICS
Head node
Compute nodes
Jupyter notebook
Interactive Data Visualizations
Machine Learning Predictions
Extract, transform and query data
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EXAMPLES
https://continuumio.github.io/anaconda-fusion-demos/
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EXAMPLE 1: SQL QUERIES
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EXAMPLE 2: MACHINE LEARNING - CLUSTERING
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EXAMPLE 3: BIG DATA – NLP
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EXAMPLE 4: GEOSPACIAL
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FEATURES – FORMULA BAR
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FEATURES – WRITE RESULTS BACK TO EXCEL
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FEATURES – SAVE CUSTOM ADVANCED VISUALIZATIONS TO EXCEL
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ANACONDA CLOUD - A MARKETPLACE FOR ANACONDA FUSION NOTEBOOKS
#OpenDataScienceMeans #AnacondaCON
http://go.continuum.io/2017-anaconda-fusion-trial/
#OpenDataScienceMeans #AnacondaCON
Christine [email protected]@ch_doig
Fabio [email protected]
@b_smoke
THANK YOU!
QUESTIONS?