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Tackling the Cold Start Problem for Recommendation Engines

Dataiku

I cannot fathom trying a new cafe that could have watery coffee when I already know a spot that is perfectly fine. However, my current champion is two subways and a ten-minute walk from my apartment, so the utility value is low.

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Data Scientist’s Dilemma – The Cold Start Problem

Rocket-Powered Data Science

This would be a problem. A related problem also arises in unsupervised machine learning. In both of these applications (supervised and unsupervised machine learning), if we don’t have these initial insights and validation metrics, then how does such model-building get started and get moving towards the optimal solution?

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Removing “Analysis Paralysis” From Team Sessions

BA Learnings

This phenomenon is a form of information overload — when the group starts to overanalyze data and overthink solutions to their problem. The Paradox of Choice: By increasing the number of potential solutions you have to a problem, you might think that you’re working your way toward better results, but that is not always the case.

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What you need to know about product management for AI

O'Reilly on Data

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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10 things keeping IT leaders up at night

CIO Business Intelligence

CIOs are hardly Luddites, but even some technologists fret about artificial intelligence, the rapid pace of tech evolution, and their ability to keep up. That’s not to say they’re looking to ditch their roles or smash machines, as the real Luddites had. Yet CIOs do admit that they’re worried about multiple issues these days.

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What is digital transformation? A necessary disruption

CIO Business Intelligence

Why digital transformation matters The arrival of the commercial internet in the late 20th century followed by high-speed bandwidth and mobile technologies in the first decade of the 21st century drove earlier waves of digitalization, as people started to shift from in-person, analog interactions to online transactions.

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28 Sales Reports Examples You Can Use For Daily, Weekly or Monthly Reports

datapine

I’m going to cut out carbs, start walking every day, and drink tons of water,” he says with a smile on his face. “I They know that if you only start tasting the dish near the very end of the cooking process, the food is too far along to change much. Without further ado, let’s get started. Don’t believe us?

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