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Sasha Ovsankin
UBER
Data & Analytics Engineer, Data Platform
Sunnyvale, California
twitter.com/SashaO
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Business Metrics, Data Pipelines, Scalable Systems, Domain-Specific Languages, Functional Programming for Big Data
Thursday
, November 16
9:50am PST
Turning a Relational RDBMS Table into a Spark Datasource
Data
Cloud Science
Functional
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
IoT, Wavelets and Machine Learning in the Smart Home
Reactive
11:40am PST
Building a High-Performance Database with Scala, Akka, and Spark
Data
The Design of the Scalaz 8 Effect System
Functional
Bringing Deep Learning into the Big Data Analytics: BigDL on Apache Spark
Reactive
12:00pm PST
Reasonable Scala Compiler
Reactive
1:10pm PST
Avoiding Spark Pitfalls at Scale
Data
Teaching Scala to the statically challenged
Functional
1:40pm PST
Inventory History as Pure Functions
Functional
2:10pm PST
Featran77 - Generic Feature Transformer for Data Pipelines
Data
The Functor, Applicative, Monad talk
Functional
3:00pm PST
Scala Meta Live Coding Session
Functional
Multi Runtime Serving Pipelines
Reactive
3:20pm PST
Serverless Type Safe Data Pipelines With OpenWhisk
Reactive
4:00pm PST
How to Elm-ify Your ML
Functional
5:00pm PST
The Legends of Twitter and Beyond: Real-World Architectures at Scale
Functional
6:00pm PST
Happy Hour
Functional
Friday
, November 17
9:00am PST
Composable Parallel Processing in Apache Spark and Weld
Functional
9:50am PST
Adjunctions in Everyday Life
Functional
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
1:10pm PST
VEGAS: The missing Matplotlib for Spark
Data
1:40pm PST
Intelligent system optimizations
Reactive
2:10pm PST
A framework for rapid reporting API development
Reactive
2:30pm PST
Druid Lookups for High Cardinality Dimensions
Reactive
3:00pm PST
Continuous Delivery Principles for Machine Learning
Data
4:00pm PST
Functional Linear Algebra in Scala
Functional
5:00pm PST
Functional Programming for Machine Learning
Functional
Saturday
, November 18
9:00am PST
Apache Flink and the Next Wave of Stream Processing Applications
Functional
9:50am PST
Functional Patterns and Gems in Scala
Functional
Nelson: Rigorous Deployment for a Functional World
Reactive
10:40am PST
Index your State for Safer Functional APIs
Functional
11:10am PST
Just enough DevOps for data scientists.
Reactive
11:40am PST
Stream All The Things!
Data
1:10pm PST
How to Pick Your Next Streaming Architecture
Reactive
1:40pm PST
Fixing the rusty core of the internet with functional programming.
Functional
2:10pm PST
Live coding server-less, single codebase iOS, Android and Web Apps using ScalaJS, React-Native and GraphQL
Reactive
3:00pm PST
Building a Tagless Final DSL for WebGL in Scala
Functional
4:00pm PST
Scaling From Research to Production with Skymind DL4J and ScalNet
Data
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Scale By the Bay 2017
America/Los Angeles
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Scale By the Bay 2017
Nov 15
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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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