R vs Python vs SAS

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The workshop lead by Oliver Frost. Find out the major differences among R, Python and SAS. Learn which one is the best for your needs.

Business

R vs Python vs SAS
Oliver Frost
Wednesday, 18 January 2017
18/1/2017 Copyright Consolidata Ltd 2017 1

Oliver Frost
GitHub: https://github.com/olfrost
Twitter: @Consolidata
LinkedIn: https://uk.linkedin.com/in/olliefrost
Consolidata Ltd
Twitter: @ConsolidataLtd
http://www.consolidata.co.uk
18/1/2017 Copyright Consolidata Ltd 2017 3

Background
• Cognitive Neuroscience BSc
• Multiple disciplines – biology, chemistry,
psychology, sociology:
• Designing experiments
• Data collection and research methods
• Testing for significance, power calculations,
predictive modelling
• Data protection, data ethics
• Now working as a data engineer:
• Cleaning, reshaping and normalising survey
data for a marketresearch company
• Developing the ConsolidataData Platform.
• Active member of the data analytics
community
18/1/2017 Copyright Consolidata Ltd 2017 4

Working as an analyst
• You may be familiar with some tools already, depending
where you’ve come from:
• Excel and Office tools
• SPSS, MATLAB
• SQL
• BI and analytics are a bit of a continuous process:
• Cleaning data – missing values? Bad data?
• Reshape data – is the data in the right format?
• Loading – how much is there?
• Find patterns – do these patterns add value?
• Presentation – can you tell a story?
18/1/2017 Copyright Consolidata Ltd 2017 5

What is R?
• R is an open-source programming language, developed by academics
and statisticians
• Originally for maths and statistical analysis, but is slowly becoming an
all-purpose language:
• Collect and analyse social media data
• Text analytics
• Predict trends
• Train machines to make predictions
• Scrape data from websites
• Also a great visualisation tool!
18/1/2017 Copyright Consolidata Ltd 2017 6

• It’s easy to learn
• It’s free to use
• R skills are in demand
• The language is becoming increasingly
popular
• Open-source means you know exactly
what your program is doing
• Integration with other tools like Excel, SQL
Server and pretty much any data analysis
tool!
• Shorter development cycles because new
modules and packages are being released
all the time
What is R?
18/1/2017 Copyright Consolidata Ltd 2017 7

What is Python?
• An all-purpose, general language that works on multiple platforms
• High level and easy to learn like R
• More commonly used for machine
learning and predictive modelling
(particularly good for academics and
data scientists)
• Open source and free to learn and use
• More commonly by developers Source: http://spectrum.ieee.org/computing/software/the-
2016-top-programming-languages (IEEE - Institute of
Electrical and Electronics Engineers)
18/1/2017 Copyright Consolidata Ltd 2017 8

What is SAS?
• Statistical Analysis System
• Stored data in tables and can be used for:
• Writing reports
• Developing applications
• Data warehousing
• Data mining
• You don’t have to be technical…
18/1/2017 Copyright Consolidata Ltd 2017 9

What do businesses use these tools for?
• Building “data pipelines”:
• New data is coming in all the time
• Needs to be extracted, transformed and loaded
• Needs to be fast
18/1/2017 Copyright Consolidata Ltd 2017 10

What do businesses use these tools for?
• Descriptive Analytics
• These skills are in demand.
• Businesses want to know about their
historical data.
• They also want to know what is happening
right now.
• New marketing opportunities? Save time
and money in current processes?
• Machine learning and data science?
• Can our customers be divided into clusters?
• Can we predict what a customer is likely to
buy and make recommendations?
• Can we detect fraud? Can we predict risk?
18/1/2017 Copyright Consolidata Ltd 2017 11

• Learning a language can be intimidating, especially from a
non-technical background.
• But from my experience, it was absolutely worth it.
• No need to pick one tool over the other, they are all great.
• I would recommend R, though…
Conclusions
18/1/2017 Copyright Consolidata Ltd 2017 12

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