On Tuesday, November 21, 2017, at 6:00 PM, JDA Labs and Google are hosting a meet-up at the JDA Labs office in Montreal. The meet-up will focus on data streaming and machine learning with the Google Cloud Platform.
Machine Learning through Google Cloud Platform’s Dataflow
Maxime Legault-Venne from JDA Labs will speak about solving machine learning delays. Machine learning aims to train models so they can predict accurate outcomes on unseen data. The process requires training mathematical models based on a large amount of data with multiple different configurations to figure out which combination gives the best results, which can be a very long process. To solve that time problem, JDA leverages Google Cloud Platform’s Dataflow to parallelize this processing in a reasonable amount of time.
Tweets Have Feelings Too: Building a Dataflow Streaming Pipeline for Sentiment Analysis on Twitter
Google Cloud’s Arsho Toubi will show attendees how to run a Dataflow pipeline to perform sentiment analysis of Twitter posts using the Google Cloud Natural Language API, then query and visualize those results.
Google Cloud Platform’s Dataflow is a unified programming model and a managed service for developing and executing a wide range of data processing patterns including extract, transform and load (ETL), batch computation and continuous computation. Because Dataflow is a managed service, it can allocate resources on demand to minimize latency while maintaining high utilization efficiency. The Dataflow model combines batch and stream processing so developers don’t have to make tradeoffs between correctness, cost, and processing time.
If you’re interested in learning more about data streaming and machine learning with the Google Cloud Platform, sign up for the meet-up here.
About JDA Labs
Ever wonder what the supply chain of the future will look like? What technology advancements will reshape the way we do business? We do, every day.
Looking toward the future is the job of JDA Labs, a global research and development team headquartered in Montreal, Canada. Every day, the creative thought leaders at JDA Labs are focused on delivering game-changing new products, winning patents and developing revolutionary best practices that will shape the future supply chain — and deliver incredible results for our customers. Learn more about JDA Labs here.
Check out the slides from the presentation here.