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OpenStack Journal Authors: AppDynamics Blog, Elizabeth White, Liz McMillan, Pat Romanski, Anders Wallgren

Related Topics: OpenStack Journal, @CloudExpo, @BigDataExpo, @ThingsExpo

OpenStack Journal: Article

[slides] Large Scale #MachineLearning | @ThingsExpo #BigData #IoT #ML

How do you extract that magic essence from your data without falling into the common pitfalls?

Download Slide Deck: ▸ Here

Download Slide Deck: ▸ Here

Nail Your Next Large Scale Machine Learning Gig

So, you bought into the current machine learning craze and went on to collect millions/billions of records from this promising new data source. Now, what do you do with them? Too often, the abundance of data quickly turns into an abundance of problems. How do you extract that "magic essence" from your data without falling into the common pitfalls?

Download Slide Deck: ▸ Here

In her session at @ThingsExpo, Natalia Ponomareva, Software Engineer at Google, provided tips on how to be successful in large scale machine learning. She briefly reviewed the frameworks available to train machine learning models on large amounts of data, touched on feature engineering and algorithm selection, and gave a few tips to help you avoid the most common mistakes.

Download Slide Deck: ▸ Here

Speaker Bio
Natalia Ponomareva is a software engineer with more than 9 years of experience and a career that spans three countries. She holds a Master's degree in Applied Math from a Russian university and a Master's degree in Computer science from Oxford University. In her pre-Google life she had a chance to work for a software outsourcing company, a financial company and a media startup. Currently Natalia works in Research, implementing and applying machine learning algorithms to various tasks at Google.

@ThingsExpo - The World's Largest 'Internet of Things' Event, November 1-3, 2016, at the Santa Clara Convention Center!

Secrets of Sponsors and ExhibitorsHere
Secrets of Cloud Expo SpeakersHere

All major researchers estimate there will be tens of billions devices - computers, smartphones, tablets, and sensors - connected to the Internet by 2020. This number will continue to grow at a rapid pace for the next several decades.

@CloudExpo / @ThingsExpo 2016 Silicon Valley
(November 1-3, 2016, Santa Clara Convention Center, CA)

@CloudExpo / @ThingsExpo 2017 New York
(June 6-8, 2017, Javits Center, Manhattan)

With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @CloudExpo | @ThingsExpo, November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be.

Register for @[email protected] 'FREE' Before Friday! Here

Track 1: Enterprise Cloud & Digital Transformation
Track 2: Microservices | Cloud Hot Topics
Track 3: Internet of Things & Cloud
Track 4: APIs & Cloud Security
Track 5: Big Data Analytics
Track 6: DevOps, Continuous Delivery & Containers
Track 7: Enterprise IoT & IIoT
Track 8: IoT Developer
Track 9: Consumer IoT | IoT Hot Topics

Delegates to Cloud Expo | @ThingsExpo will be able to attend 9 simultaneous, information-packed education tracks.

There are over 120 breakout sessions in all, with Keynotes, General Sessions, and Power Panels adding to three days of incredibly rich presentations and content.

Join @CloudExpo | @ThingsExpo conference chair Roger Strukhoff (@IoT2040), June 7-9, 2016 in New York City, for three days of intense 'Internet of Things' discussion and focus, including Big Data's indispensable role in IoT, Smart Grids and Industrial Internet of Things, Wearables and Consumer IoT, as well as (new) IoT's use in Vertical Markets.

About SYS-CON Media & Events
SYS-CON Media (www.sys-con.com) has since 1994 been connecting technology companies and customers through a comprehensive content stream - featuring over forty focused subject areas, from Cloud Computing to Web Security - interwoven with market-leading full-scale conferences produced by SYS-CON Events. The company's internationally recognized brands include among others Cloud Expo® (@CloudExpo), Big Data Expo® (@BigDataExpo), DevOps Summit (@DevOpsSummit), @ThingsExpo® (@ThingsExpo), Containers Expo (@ContainersExpo) and Microservices Expo (@MicroservicesE).

Cloud Expo®, Big Data Expo® and @ThingsExpo® are registered trademarks of Cloud Expo, Inc., a SYS-CON Events company.

More Stories By Liz McMillan

News Desk compiles and publishes breaking news stories, press releases and latest news articles as they happen.

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