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Lessons learned turning machine learning models into real products and services

O'Reilly Media - Data

Why model development does not equal software development. Artificial intelligence is still in its infancy. Today, just 15% of enterprises are using machine learning, but double that number already have it on their roadmaps for the upcoming year. So how often should models be retrained?

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Computer vision transforms tennis coaching at Billie Jean King Cup

CIO

With centuries of tradition behind it, tennis as a sport has been highly resistant to change. It’s fair to say that tennis has lived up to its roots as a traditional sport,” says Mat Pemble, executive director of IT for the International Tennis Federation (ITF), the sport’s governing body.

Coaching 223
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The three true robotic startup outcomes

TechCrunch

If you follow the sport, you’re likely aware of the concept of the “three true outcomes.” We do see these bad fits from time to time, of course. Last year, we also gave some column space to Smarty Pants, a promising soft robotic exoskeleton being developed by the lab. Allow me to borrow a phrase from baseball for a moment.

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Hotel Price Prediction: Hands-On Experience of ADR Forecasting

Altexsoft

Hotel price prediction is a critical aspect of the travel industry, and with the rise of machine learning , it has become more precise and accurate. We’ll also share what we learned from our experience building a price prediction module for Rakuten Travel. What is hotel price prediction? The complexity of the hospitality market.

Hotels 52
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222 wants to match perfect strangers for bespoke, real-life experiences

TechCrunch

Toward the end of the pandemic, Kazemian, Hashemi and Roshannai — all Gen Zers (at 23, Kazemian is the oldest) — curated intimate dinners in Kazemian’s backyard over wine and pasta for friends of friends who’d never met each other, using machine learning and a psychological questionnaire to craft the guest lists.

Social 189
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Fintech Roundup: Will financial technology startups dodge the venture slowdown?

TechCrunch

Not bad for a company that only publicly launched just over two years ago. For context, Overdorff joined Lightspeed in 2021 to help lead the team’s fintech practice. The credit card giant called the move “one of the first significant technology developments to come out of its acquisition of Finicity.”.

Fintech 241
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The NBA’s digital transformation is a game-changer

CIO

The NBA’s full-court press on digital technologies has revolutionized the fan, player, and team experience, thanks to accelerated deployment of cloud, analytics, AI, and computer vision technologies since the association launched its digital transformation in 2020.

Games 130