Altdata - Alteryx user group Istanbul, self service analytics trends
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Transcript of Altdata - Alteryx user group Istanbul, self service analytics trends
Hardware Trends
• Data in databases grow fast.
• Demand for ETL and machine learning grows fast as well
• It was a vertical build up, you had to buy more powerful, faster
querying, expensive machines (like Exadata)
• But now the trend is horizontal, you can use cheaper machines in
parallel, «Clusters»
• «Commodity» hardware is a very nice option for this use
• Use your Power Macs, PlayStation, desktop computers
• Don’t depend on a single supplier or a technology
• Lower costs, increase flexibility
Big Data * Calculations = Demand for Big Systems
Parallelization and open source creates miracles
Don’t depend on a monopoly
Database and Computing Trends
• When you make it cheap….
• HDD’s breakdown so frequently
• Lost data has many consequences
• Hadoop environment address this
• Yahoo built it and shared it open-source
• Current servers are optimized for fast querying not Predictive analytics.
• Massively parallel calculations are needed to tame Big Data
• «Commodity» hardware include GPU’s for powerful gaming by the way….
• Monopoly firms like Microsoft, Oracle, SAS have huge licensing demands
• And they are not up to speed with new developments in the community…
HDD breakdown * cost of lost data -> Redundant systems
Open source is critical
CPU vs. GPU usage
Analytics Solution Trends
• To tame big data you need data wranglers,
• coders and data scientist to process big chunks of data and
• Then data artisans who make good use of the insights
• We lack qualified Workforce worldwide
• It takes time to learn how to use legacy software
• There are multiple packages and propriety coding languages, which
are useless when you move form one company to another
• Hard to share developments between teams and clients
• Hard to turn into a usable app…
Lack of qualified people = Untamed data chunks
SW should be easy to implement easy to share
Proprietary Language leads to clumsiness
Altan is experienced in business development, management consultancy, marketing and risk analytics
His recent relevant experience includes:
Business Development Management for Experian in TR & ME
– 1,4 mio USD in Sales in first year, first psychometric scoring sale in MENA, %75 Analytics solutions
Collections Modeling and Capability Building for a regional Landline Giant, EMEA
Supporting a leading IT Services company in KSA to redesign business processes
Developing micro segmentation and potential value analytics for a leading retail bank in TR
– resulted in folded improvements in campaign response and take-up rates,
Providing marketing optimization workshops for a leading retail bank in EMEA
Data Fusion and structural modelling for a leading mobile telecom services provider in TR
Credit Risk Supervisor for Garanti Bank
Mitigation optimization modeling & testing for Garanti, 2010-2011
– resulted in 20 mio USD freed up capital as of 2011,
Basel II ERP implementation and validation for a leading retail bank in EMEA, 2007-2012
Academic background:
M.Sc. in Industrial Engineering from Middle East Technical University in Turkey, Ankara, 2009
B.Sc. in Mechanical Engineering from Yıldız Technical University in Turkey, Istanbul, 2003
ResumeAltan Atabarut, Founder
ISTANBUL OFFICE
Phone +90 (537) 378 15 81
İnönü Cad. Ebe Hnm Sk. No:6/3 Beyoğlu
34427 İstanbul, TÜRKİYE
www.altdata.co
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