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Allegro Trains trains-agent installation tutorial

Installation and configuration tutorial for Trains-Agent, Allegro AI's zero configuration fire-and-forget execution agent for the Allegro Trains solution. Allegro-Agent enables ML-Ops / DevOps orchestration, queue management, remote execution, automation and more - for the Allegro Trains solution. Allegro Trains is an open source machine and deep learning (ML / DL) experiment manager, versioning and ML-Ops full system solution for data science and data engineering teams and projects.

Has Data, AI and Bots Brought Us Closer Than Ever To Achieving The Modern Day KITT Car?

As a kid, I loved the TV show “Knight Rider.” But, for me, the star of the show wasn’t David Hasselhoff, it was the intelligent automobile KITT. KITT – the Knight Industries Two Thousand – was smart, funny and sarcastic, which is always well received by us Brits.

The Rise of AI in Analytics

Dashboards are great for monitoring your business, but they aren’t able to provide you with actionable insights in real-time. AI analytics is on the rise, and it’s changing the way we consume information. Join us on 12th February to understand more about the current use and adoption of dashboards and AI analytics. You’ll also hear about Gateshead NHS Foundation Trust’s analytics journey, and how they are looking at automated data discovery to optimise their A&E services.

When adopting machine learning, people are as important as technology

A secret to adopting machine learning that has nothing to do with the actual technology. Machine learning has the potential to transform your business. To automate processes, uncover new insights, make your products and services better, and customers happier. Integrating the capability into your organization requires operational transformation and lots (and lots) of experimentation. But, you know this already.

Why Every Web Developer Should Explore Machine Learning

If software's been eating the world for the past twenty years, it's safe to say machine learning has been eating it for the past five. But what exactly is machine learning? Why should a web developer care? This article by Julie Kent answers these questions. I don't have kids yet, but when I do, I want them to learn two things: Whether or not you believe that the singularity is near, there's no denying that the world runs on data.

Distributed model training using Dask and Scikit-learn

The theoretical bases for Machine Learning have existed for decades yet it wasn’t until the early 2000’s that the last AI winter came to an end. Since then, interest in and use of machine learning has exploded and its development has been largely democratized. Perhaps not so coincidentally, the same period saw the rise of Big Data, carrying with it increased distributed data storage and distributed computing capabilities made popular by the Hadoop ecosystem.

Talend on Talend: How to use machine learning for your marketing database segmentation

In today’s business world, marketing segmentation is a must have for every organisation. It helps you process and aim different targets in a market into multiple customer or prospect segments to enhance your marketing actions. Through this discipline, you can hold a crucial competitive advantage over your competitors because you can adapt your offer and your communication according to the identified groups of personas you want to address.