supercharging excel with anaconda fusion | anacondacon 2017

SUPERCHARGING EXCEL WITH ANACONDA FUSION

#OpenDataScienceMeans #AnacondaCON

Christine DoigAnaconda Fusion Product Manager

Fabio PligerAnaconda Fusion Tech Lead


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


SEARCHING FOR A MYTHICAL UNICORN, THE DATA SCIENTIST

Numba

dask

xlwings

Airflow

Blaze

Distributed Systems

Business Intelligence

Web

Scientific Computing / HPC

Machine Learning/ Statistics


THE DATA SCIENCE TEAM


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


BUSINESS ANALYSTS ARE BEING LEFT OUT OF THE OPEN DATA SCIENCE REVOLUTION

7

Big Data & ETL

Interactive Data Visualizations

Machine Learning

Statistics and Advanced Analytics


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


Machine Learning

Statistics and Advanced Analytics

ANACONDA FUSION BRINGS ANALYSTS TO THE OPEN DATA SCIENCE TABLE


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


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


JUST CHANGE ONE LINE OF CODE IN YOUR NOTEBOOK


• 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


SELF-SERVICE BIG DATA ANALYTICS

Head node

Compute nodes

Jupyter notebook


Machine Learning Predictions

Extract, transform and query data


EXAMPLES

https://continuumio.github.io/anaconda-fusion-demos/


EXAMPLE 1: SQL QUERIES


EXAMPLE 2: MACHINE LEARNING - CLUSTERING


EXAMPLE 3: BIG DATA – NLP


EXAMPLE 4: GEOSPACIAL


FEATURES – FORMULA BAR


FEATURES – WRITE RESULTS BACK TO EXCEL


FEATURES – SAVE CUSTOM ADVANCED VISUALIZATIONS TO EXCEL


ANACONDA CLOUD - A MARKETPLACE FOR ANACONDA FUSION NOTEBOOKS


http://go.continuum.io/2017-anaconda-fusion-trial/


Christine [email protected]@ch_doig

Fabio [email protected]

@b_smoke

THANK YOU!

QUESTIONS?

supercharging excel with anaconda fusion | anacondacon 2017

Data & Analytics