Have presentations and discuss Machine Learning scalability
Details
In this meetup hosted by SAP we will have two presentations and the Q&A after each presentation.
Short introduction of SAP HANA Co-Innovation Lab given by Mike Kemelmakher.
First presentation will be about real life example of scaling particular ML algorithm (NaiveBayes classifier) using Hadoop.
This simple algorithm can pose challenges when applied to the web scale data. The problem arises from the size of training sets, fact that model size is bigger then available physical memory of single node, and amount of computations required.
It will be technical presentation and aimed to people interested in scalable Machine Learning.
Partial disclosure was kindly permitted by SimilarGroup company which powers SimilarWeb web analytics site.
Presenter: David Gruzman, BigDataCraft.com
SAP will present the company's activities in the field of Predictive Analytics and overview of SAP HANA Predictive Analysis tool.
Accurately predict and act on big data, while extending insights across the business. See how integrating SAP Predictive Analysis with SAP HANA can help you expose never-before-seen opportunities and risks.
Presenter: John MacGregor, Head of SAP Centre for Predictive Analytics (the presentation will be given in English)
After both presentation we will open discussion.
The event will be hosted by SAP HANA Co-Innovation Lab.
Address: SAP Labs IL, Hatidhar 15, Raanana
Have presentations and discuss Machine Learning scalability