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What you need to know about product management for AI

O'Reilly Media - Ideas

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You already know the game and how it is played: you’re the coordinator who ties everything together, from the developers and designers to the executives.

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Glass rethinks the smartphone camera through an old-school cinema lens

TechCrunch

Smartphone cameras have gotten quite good, but it’s getting harder and harder to improve them because we’ve pretty much reached the limit of what’s possible in the space of a cubic centimeter. It may not be obvious that cameras won’t get better, since we’ve seen such advances in recent generations of phones.

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Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

Altexsoft

This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. Length of stay calculation for hospitals: how machine learning can enhance results. Today, we can employ AI technologies to predict the date of discharge. days in 1960 to just 5.4

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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. Pricing automation.

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Automated Claims Processing: Using RPA and Machine Learning to Manage Insurance Claims

Altexsoft

The insurance industry is notoriously bad at customer experience. Customer satisfaction score (CSAT) and Net Promoter Score (NPS) are the most important metrics for any insurance company. Customer satisfaction score (CSAT) and Net Promoter Score (NPS) are the most important metrics for any insurance company. Not in China though.

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Automating the Automators: Shift Change in the Robot Factory

O'Reilly Media - Ideas

What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. ” I, thankfully, learned this early in my career, at a time when I could still refer to myself as a software developer. .”

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Interpreting predictive models with Skater: Unboxing model opacity

O'Reilly Media - Data

Over the years, machine learning (ML) has come a long way, from its existence as experimental research in a purely academic setting to wide industry adoption as a means for automating solutions to real-world problems. There is also a trade off in balancing a model’s interpretability and its performance.