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Evaluating Classifier Models in Vertica

Co-authored by Elizabeth Michaud Vertica provides an out-of-the box machine learning toolset that covers a complete data science workflow. The toolset includes several distributed functions for evaluating both classifier and regressor machine learning models. The goal of this blog post is to demonstrate how you can use the built-in functions for evaluating the prediction performance...
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Delivering personalized retail promotions using AI and predictive analytics

SO1.ai helps retailers leverage customer basket and loyalty data to deliver smart, automated promotional decisions at scale across millions of customers. The solution is fully automated and designed to fit a retailer’s specific business goals (i.e. revenues, profit optimization, customer satisfaction or brand sales). Want to learn more about the S01.ai solution?
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Vertica Ranked #1 Cloud Data Warehouse

July has been quite an exciting month for Vertica. Our three keynote presenters are now confirmed for the Vertica Big Data Conference 2020 – Vertica founder and Turing Award winner Dr. Michael Stonebraker, kingpin of the famous MIT blackjack team Jeffrey Ma, and renowned analyst Ray Wang of Constellation Research. And, in addition to receiving...
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Announcing Vertica Version 9.2.1 – Take Analytics Efficiency to the Next Level

This week, some very cool things have gone into the newest version of the that make your analytics fly and save on your AWS budget. The theme for this release is Improving Vertica in Eon Mode Integration with Amazon S3, and there are a whole bunch of new features designed to do exactly that. But,...

DATAx Gaming Analytics Summit in San Francisco

According to a recent from Newzoo and Arm, the Mobile Gaming market is expected to top $100 billion by 2021, up from $56 billion in 2017. As the global adoption of smartphones continues to expand, so too does the use of mobile and online gaming. To capitalize on this growth, game developers are looking for...
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Can You Hear Me Now? Network Optimization at Work

For sports fans, there’s nothing that matches the heart-stopping action of the NCAA Division I Men’s Basketball Tournament – more commonly known as March Madness. This year’s tournament delivered a four-year high in terms of its , causing an advertiser frenzy in hopes to capture those audiences. If you watched this year’s tournament, you couldn’t...

See You at IoT World Conference Next Month

Are you attending the IoT World Conference in Santa Clara from May 13-16th? Come by booth #1254 to hear why more and more companies, including medical device manufacturers, wearable product developers, network service providers, and manufacturing intelligence software companies, are turning to Vertica to manage their growing volumes of IoT data. Vertica is purpose-built for...
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Doing In-Database Machine Learning 1 – Why Would You Do That?

Co-authored with Paige Roberts. A lot of modern like Vertica allow you to do machine learning from end to end, right in the database, rather than moving and transforming the data first into something like a Spark dataframe or a Python data structure. Whenever people hear about this capability, they have two questions. The first...
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Data Analytics and Machine Learning for Start-Ups on the Fast Track

Tuesday, 4/30/19 Workbar Back Bay 6:00-8:00 PM Are you a data-driven start-up that makes decisions based on insight from high-performance analytics and machine learning? Would you like to choose the best analytical tool/ML for the job beyond limited open source offerings, but don’t have the budget? Do you want to hear best practices on how...

5 companies that are using data analytics to transform customer experience

Analyzing customer behavior is becoming a mandate for every business in every industry to understand, engage, and retain customers – with the ultimate goal of increasing lifetime value. By understanding how your customers behave and interact with your organization, you can better serve, and profit, from the interactions. Data is central to this equation in...
Southern Data Science Conference, April 11, 12

Join Vertica at the Southern Data Science Conference in Atlanta

Next week – April 11-12 – Atlanta, GA will host the . Held at the Crowne Plaza Atlanta Midtown, this event is geared to data scientists converging to hear from the industry’s best and brightest minds from top companies and research institutes. More than 400 attendees will attend two days of sessions, covered by more...
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Blog Post Series: Using Vertica to Track Commercial Aircraft in near Real-Time — Part 7

Preparing Vertica to consume messages from Kafka How time has flown (no pun intended!).  At long last getting back to continuing this project on tracking commercial aircraft… Having covered ADS-B, the Raspberry Pi, DUMP1090, Zookeeper and Kafka and then in the how to develop an Extract, Transform and Load (ETL) application to present a continuous...