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Why Machine Learning Solutions are Difficult to Implement without Machine Learning Operations?

The Product Coalition

According to Gartner , 85% of machine learning solutions fail because they use raw data. Data scientists work in isolation from operations specialists, and enterprises spend up to three months deploying an ML model. The peculiarities of MLOps workflow The workflow is based on the development cycle of an ML model.

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Machine Learning (ML) Demystified: What Do You Need to Know About it?

The Product Coalition

The emergence and evolution of data science have been one of the biggest impacts of technology on enterprises. As the web world keeps growing and getting competitive, there’s a dire need for businesses to learn as much as they can about their consumers and the patterns impacting sales and profits. What exactly is Machine Learning (ML)?

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Artificial Intelligence and Machine Learning Help Companies Move Faster

TIBCO - Thought Leadership

Much has been written about the impact of artificial intelligence (AI) and machine learning (ML). Borrowing from the 2007 John McCarthy paper What is Artificial Intelligence? , AI is defined as: “… the science and engineering of making intelligent machines, especially intelligent computer programs.

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From London to NYC to San Fran–Take the Next Step in your Product Management Career Today

The Product Guy

Product Owner @ Medidata Solutions (New York, NY (NYC) or San Francisco, CA (Bay Area)) Keywords: Agile, Backlog, Engineer, Scrum, User Stories [link]. Product Manager @ What to Expect (SoHo, New York City) Keywords: artificial intelligence, Health, Mobile, Product owner, What to Expect [link].

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519: Product verification, most important of the 19 activities of product management – with Nishant Parikh

Product Innovation Educators

Drawing from his 20+ years of technology experience and extensive research, Nishant shared insights about how these activities vary across different organizational contexts – from startups to enterprises, B2B to B2C, and Agile to Waterfall environments.

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The 10th Annual Product Management Awards Winners

The Product Guy

Harpal is a seasoned Product leader with 15+ year track record of delivering digital products within consumer and enterprise space. He co-founded a Machine Learning technology startup and served as CPO / VP of Product at intu plc (FTSE 100), Selligent Marketing Cloud, Epica.ai The Best Product Visionary. Harpal Singh.

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Starter KPIs for B2B/Enterprise

Mironov Consulting

I’m often asked what KPIs B2B/enterprise product folks should use, or what OKRs they should choose. Why KPIs from consumer companies don’t fit well with B2B/enterprise. But I find they don’t map well to enterprise companies. Enterprise sales cycles are 6-18 months, with dozens of touches and contributions from every department.

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