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Scale By the Bay 2017
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Scale By the Bay 2017
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Grishma Jena
IBM
Cognitive Software Engineer
San Francisco
gjena.github.io
Natural Language Processing, Machine Learning
Thursday
, November 16
8:00am PST
Breakfast + Great Coffee
Functional
9:00am PST
Disorder & Tolerance in Distributed Systems at Scale
Functional
9:50am PST
Turning a Relational RDBMS Table into a Spark Datasource
Data
10:40am PST
Spark Datasets: why they aren't great and what could be done about it
Reactive
11:10am PST
Scala DSL for ML Training Set Stratification
Data
11:40am PST
Bringing Deep Learning into the Big Data Analytics: BigDL on Apache Spark
Reactive
12:00pm PST
Unconference
Unconference
12:20pm PST
Lunch
Functional
1:10pm PST
Avoiding Spark Pitfalls at Scale
Data
1:40pm PST
Satellite data monitoring for analytical models
Data
2:10pm PST
Featran77 - Generic Feature Transformer for Data Pipelines
Data
3:00pm PST
Real Time ML Pipelines in Multi-Tenant Environments
Data
4:00pm PST
Scaling to Billions of Real-time Recommendations Daily
Reactive
5:00pm PST
The Legends of Twitter and Beyond: Real-World Architectures at Scale
Functional
6:00pm PST
Happy Hour
Functional
6:30pm PST
Fireside Chat with Ben Hindman and Ian Downes: Mesos, Then and Now
Reactive
Friday
, November 17
8:00am PST
Breakfast + Great Coffee
Functional
9:00am PST
Composable Parallel Processing in Apache Spark and Weld
Functional
9:50am PST
Apache SystemML: State of the Project and Future Plans
Data
10:40am PST
Serverless Tensorflow 1.0.0 on AWS. Wait what?
Reactive
11:10am PST
Auto code generation using AI & Scala Macros
Functional
11:40am PST
Fantastic ML apps and how to build them
Data
12:20pm PST
Lunch
Functional
1:10pm PST
VEGAS: The missing Matplotlib for Spark
Data
1:40pm PST
Intelligent system optimizations
Reactive
2:10pm PST
A Tale of Two Graph Engines on Spark: GraphFrames and TinkerPop OLAP
Data
3:00pm PST
Continuous Delivery Principles for Machine Learning
Data
4:00pm PST
Fireworks - lighting up the sky with millions of Sparks
Data
5:00pm PST
Functional Programming for Machine Learning
Functional
6:00pm PST
Happy Hour
Functional
7:00pm PST
Fireside Chat with Evan Weaver and Boaz Avital: Storage, Then and Now
Functional
Saturday
, November 18
8:00am PST
Breakfast + Great Coffee
Functional
9:50am PST
Democratizing data with an internal data pipeline platform
Data
10:40am PST
Deep distributed decision trees on Apache Spark
Data
11:10am PST
Just enough DevOps for data scientists.
Reactive
12:20pm PST
Lunch
Functional
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Scale By the Bay 2017
America/Los Angeles
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Scale By the Bay 2017
Nov 15
-
18, 2017
Wednesday
, November 15
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, November 16
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, November 17
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, November 18
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San Francisco, CA, United States
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