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Supporting Diverse ML Systems at Netflix

Netflix Tech

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

System 90
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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). A lot to learn, but worthwhile to access the unique and special value AI can create in the product space. Why AI software development is different.

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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.

Film 246
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What Do CIOs Have To Know About Business Intelligence?

The Accidental Successful CIO

These BI tools access and analyze data sets and present analytical findings in reports, summaries, dashboards, graphs, charts and maps designed to provide users with detailed intelligence about the state of the business. The challenge that CIOs are facing is how best to make use of these new tools? How many customers have we gained this month?

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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

How To 98
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Short-Term and Vacation Rental Data: Sources and Analysis

Altexsoft

compare their rates and performance metrics with those of competitors, analyze demand, monitor supply, tweak prices to rise occupancy, and more. Vacation and short-term rentals are experiencing a post-COVID renaissance. The data also indicates that more and more companies in the sector tie their bright future with… data.

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Schedule Optimization: Technological Approaches and Use Cases

Altexsoft

So, numerous techniques, including mathematical optimization, constraint programming, and machine learning (ML), are used to address this issue. Metrics or KPIs are the measurements that show the effectiveness of your schedule and can be compared to support decision-making. What is schedule optimization?