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10 things keeping IT leaders up at night

CIO

That’s not to say they’re looking to ditch their roles or smash machines, as the real Luddites had. The Society for Information Management (SIM) recently conducted its annual trends study and found that nearly a quarter of the IT leaders polled listed AI and machine learning as an area of concern, says SIM CEO Mark Taylor.

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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.

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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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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. Schedule optimization is about constructing such a schedule that will be as efficient as possible, allocating the right number of resources to the right places at the right times.

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How to Benefit From Custom Healthcare Software Development

Mobilunity

Currently, healthcare software development can be divided into two main types: commercial off-the-shelf (COTS) and custom healthcare software development. The COVID-19 pandemic became an unprecedentedly stern challenge for the world’s healthcare industry. The same happened with the healthcare industry in response to the pandemic.

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Got speech? These guidelines will help you get started building voice applications

O'Reilly Media - Ideas

The rise of deep learning and other techniques have led to startups commercializing computer vision applications in security and compliance, media and advertising, and content creation. Companies are awash with unstructured and semi-structured text, and many organizations already have some experience with NLP and text analytics.

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Automating the Automators: Shift Change in the Robot Factory

O'Reilly Media - Ideas

” I, thankfully, learned this early in my career, at a time when I could still refer to myself as a software developer. You know the drill: pull some data, carve it up into features, feed it into one of scikit-learn’s various algorithms. What would you say is the job of a software developer? Pretty simple. Building Models.