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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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Lessons learned turning machine learning models into real products and services

O'Reilly Media - Data

Why model development does not equal software development. Today, just 15% of enterprises are using machine learning, but double that number already have it on their roadmaps for the upcoming year. So what should an organization keep in mind before implementing a machine learning solution?

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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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Toward a Better Quality Metric for the Video Community

Netflix Tech

VMAF is a video quality metric that Netflix jointly developed with a number of university collaborators and open-sourced on Github. To give a few examples, VMAF has been applied to live sports , video chat , gaming , 360 videos , and user generated content. Most recently, we teamed up with Facebook and Intel to make VMAF even faster.

Video 61
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Dynamic Pricing Explained: Use in Revenue Management and Pricing Optimization

Altexsoft

How would you price tickets not only to cover expenses for each route but also to achieve a certain level of revenue to be able to grow and develop your business? For instance, an airline can secure itself from bad sales during a low-demand season or before an upcoming departure day by putting tickets on sale.

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Humans and AI: Why AI Won’t Take Your Job

DataRobot

You can train an AI to do one narrowly defined task under certain controlled circumstances. Another AI could predict which customers could change their minds if the customer retention team took action. Cost limitations: The cost of training and running AI models increases with their complexity and size. It has no common sense.