Mar 15–18, 2020

Schedule: Data Integration and Data Processing sessions

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9:00am5:00pm Monday, March 16, 2020
Location: LL20A
Jeffrey Vah (Dell Technologies), Gayathri Rau (Dell Technologies), Shuo Xiang (Robinhood), Grace Lu (Robinhood), Maureen Teyssier (Reonomy), Aaron Williams (OmniSci), Sriram Ravindran (Adobe Inc), Deepak Pai (Adobe), Shubranshu Shekhar (Carnegie Mellon University), Sherin Thomas (Lyft), Dan Gifford (Getty Images), Shondria Lopez-Merlos (Lakeland Regional Health), Sandhya Raghavan (Virgin Hyperloop One), Patryk Oleniuk (Virgin Hyperloop One), Ian Beaver (Verint), Aryn Sargent (Verint), Ryan Hum (National Energy Board, Canada)
From banking to biotech, retail to government, every business sector is changing in the face of abundant data. Get better at defining business problems and applying data solutions at Strata Data & AI. Read more.
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9:00am5:00pm Monday, March 16, 2020
Location: LL20B
Alistair Croll (Solve For Interesting), Erich S. Huang, MD, PhD (Duke Forge), Michael Dulin (University of North Carolina at Charlotte | Gray Matter Analytics), Sheila Talton (Gray Matter Analytics), Kasie Richards (American Red Cross), Cathy Tanimura (Strava), Yue Cathy Chang (TutumGene), Prashant Warier (Qure.ai), Jozo Dujmovic (San Francisco State University), Shilpa Arora (Atlan), Lutz Finger (Google)
Dive into health, technology, and data in a day-long series of curated talks. Health Data Day at Strata Data and AI takes a closer look at how algorithms, sensors, and big data are changing healthcare forever. Read more.
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11:00am11:40am Tuesday, March 17, 2020
Location: LL21B
George Chkadua (TBC Bank), Levan Borchkhadze (TBC Bank)
TBC Bank is in transition from product-centric to a client-centric, and obvious applications of analytics are developing personalized next-best product recommendation for clients. George Chkadua and Levan Borchkhadze explain why the bank decided to implement the ALS user-item matrix factorization method and demographic model. As as result, the pilot increased sales conversion rates by 70%. Read more.
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5:05pm5:45pm Tuesday, March 17, 2020
Location: LL21B
Harrison Wang (LiveRamp)
A migration to a new environment is never easy. Harrison Wang walks you through how LiveRamp tackled migrating its large-scale production workflows from its private data center to the cloud while maintaining high uptime. You'll learn the high-level steps and decisions involved, lessons learned, and what to realistically expect out of a migration. Read more.
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5:05pm5:45pm Tuesday, March 17, 2020
Location: LL21 C
Karthik Ramasamy (Streamlio), Anand Madhavan (Narvar)
Narvar originally used a large collection of point technologies such as AWS Kinesis, Lambda, and Apache Kafka to satisfy its requirements for pub/sub messaging, message queuing, logging, and processing. Karthik Ramasamy and Anand Madhavan walk you through how Narvar moved away from using a slew of technologies and consolidating their use cases using Apache Pulsar. Read more.
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11:00am11:40am Wednesday, March 18, 2020
Location: LL20C
Kai Wähner (Confluent)
Apache Kafka became the de facto standard for microservice architectures, which also introduced new challenges. Kai Wähner explores the problems of distributed microservices communication and how Kafka and a service mesh like Istio address them. You'll learn approaches for combining them to build a reliable and scalable microservice architecture with decoupled and secure microservices. Read more.
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11:50am12:30pm Wednesday, March 18, 2020
Location: LL21 F
Benjamin Batorsky (MIT Sloan School of Management)
Identifying and labeling named entities such as companies or people in text is a key part of text processing pipelines. Benjamin Batorsky outlines how to train, test, and implement a named entity recognition (NER) model with spaCy. You'll get a sneak peak into how to use these techniques with large, non-English corpora. Read more.
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1:45pm2:25pm Wednesday, March 18, 2020
Location: LL21 C
Utkarsh B (Flipkart), Giridhar Yasa (Flipkart)
Utkarsh B. and Giridhar Yasa lead a deep dive into architectural patterns and the solutions Flipkart developed to ensure business continuity to millions of online customers, and how it leveraged technology to avert or mitigate risks from catastrophic failures. Solving for business continuity requires investments application, data management, and infrastructure. Read more.
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4:15pm4:55pm Wednesday, March 18, 2020
Location: LL21 C
Penghui Li (Zhaopin), Neng Lu (StreamNative)
Penghui Li and Neng Lu walk you through building an event streaming platform based on Apache Pulsar and simplifying a stream processing pipeline by Pulsar Functions, Pulsar Schema, and Pulsar SQL. Read more.

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