Predicative Analytics MeetUp: Apache Spark

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TIG Headquarters

10240 Flanders Court

San Diego, CA 92121

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Discussion & Demo: How Apache Spark is Being Used for Machine Learning & AI


Apache Spark is a powerful open source processing engine built around speed, ease of use, and sophisticated analytics. It was originally developed at UC Berkeley in 2009. Spark comes packaged with higher-level libraries, including support for SQL queries, streaming data, machine learning, deep learning and graph processing. These standard libraries increase developer productivity and can be seamlessly combined to create complex workflows.

Databricks, founded by the team that created Apache Spark, will be providing an overview of Spark, the current state of the Project and how Spark is being applied to various Predictive Analytics’ use cases.

Featured Presenter: Steven Yu, Principle Engineer from Databricks, will then perform a live Deep Learning demo leveraging the Databricks platform & Apache Spark

Demo Abstract: We install surveillance cameras as a security measure to improve safety and provide real-time monitoring. However, it’s difficult to watch these cameras 24/7 and be immediately reactive. But what if we could?

In this session we will explore a deep learning pipeline with Databricks & Apache Spark to analyze security camera footage and identify suspicious behavior. We will ingest, preprocess and featurize a data set of videos to train a machine learning model.




Agenda:


6:00pm -- Networking

6:30pm to 8:00pm -- Interactive Discussion and Demo

8:00pm -- Closing Comments and Questions

Date and time

Location

TIG Headquarters

10240 Flanders Court

San Diego, CA 92121

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Organizer TIG - Technology Integration Group

Organizer of Predicative Analytics MeetUp: Apache Spark

Technology Integration Group (TIG) is a privately-held, ISO 9001:2015 and Open Trusted certified IT solutions provider.  TIG is acutely aware of the ever-changing demographics and needs in various customer markets and how these changes influence future technology. For the past 40 years, TIG has consistently delivered innovative technology solutions to an expanding, diverse customer base in enterprise, government, and educational markets. TIG’s ability to stay agile is a vital part of its core business achievements and essential to long-term customer sustainability. From discovery assessments and strategic planning, deployment, data center optimization, IT asset management, and cloud computing, TIG offers flexible IT solutions for businesses around the globe.

In addition to the company’s headquarters in
San Diego, TIG has 20 offices located in Albuquerque, Atlanta, Denver,
Honolulu, Indianapolis, Irvine, Knoxville, Los Angeles, Pensacola, Philadelphia, Portland, Richmond,
Sacramento, San Antonio, Seattle, Tampa, Ottawa
& Toronto Canada and Shanghai China.

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