This presentation was recorded at GOTO Berlin 2018. #gotocon #gotober http://gotober.com Olaf Zschiedrich - CTO of OLX Group ABSTRACT It's no secret that collecting and processing data is a double-edged sword. On one hand, it is the enabler of AI and ML applications that drive the modern organisation forward. On the other, it takes constant effort to maintain its accuracy and usefulness and extreme diligence to make sure that it doesn't get into the wrong hands. This talk will look at the data journey of one of the world's largest internet companies, OLX Group. From data collection over data democratisation to data products and data innovation in a platform with as many monthly active users as twitter. We will cover: • How to collect and store billions of events and records per day • How to aggregate data from multiple platforms • How to design a data lake/reservoir architecture in AWS cloud • How to give each and everyone access to the data that he or she needs • How to distribute data in a secure and compliant manner • How to build a scalable, easy to use reporting infrastructure • How to drive data innovation and data products with the help of AWS sagemaker, tensorflow and other ML toolsntences of the abstract but not the full followed by these brackets [...] Download slides and read the full abstract here: https://gotober.com/2018/sessions/652 https://twitter.com/gotober https://www.facebook.com/GOTOConference https://www.linkedin.com/company/goto- http://gotocon.com #GDPR #AI #ML #ArtificialIntelligence #MachineLearning Looking for a unique learning experience? Attend the next GOTO Conference near you! Get your ticket at http://gotocon.com SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1
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