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Why Machine Learning Products Should be Managed Differently

Mind the Product

Machine learning (ML) based products have particular characteristics and challenges, from data quality to counterfactual problems and explainability. What then are the implications of ML products for team structure, focus, and hiring? Whether the data is good or bad, once interventions are made a counterfactual problem arises.

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Predictive Analytics in Healthcare

Reveal

For a long time, healthcare professionals have been struggling to help their patients get better. Healthcare, like any other industry today, is changing. The way that diseases are discovered, how effectively patients are treated and, even how hospitals utilize their resources so that care teams can coordinate and perform.

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Product to Product: Squarespace’s Inga Chen on machine learning

Roadmunk

They’re open to sharing their own experiences of working in product (both the good and the bad) in very honest ways—and they’re very generous with advice. Inga manages the team responsible for Squarespace’s analytics platform—which their clients rely on to get data-driven insights about their websites and e-commerce stores.

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Little Otter’s Rebecca Egger on making mental health care accessible to all

Intercom, Inc.

? ?. For Rebecca Egger, the CEO and co-founder of Little Otter , a mental health service designed for children, digital transformation will play a crucial role in scaling healthcare. How can you develop the technology while making sure it really gets to the people who need it the most and has an actual impact on their lives?

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Embedded Analytics Examples and Use Cases in 23 Different Industries

Reveal

Banking CRM Crypto Education Finance Healthcare Insurance IT Manufacturing Real Estate Retail Supply chain Telecommunications Security Logistics and delivery Marketing Airlines Hospitality Weather forecast Agriculture SaaS Government Sports. Healthcare: Provide the right healthcare to patients at the right time.

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Product Management Performance Reimagined: Embracing Collaboration Over Credit

People-First Product Leadership

Performance is considered at a team, scrum or project level. Introversion or extroversion are irrelevant as its the work of the team that does the talking. On our dream team, there are no brilliant jerks as they are detrimental to great teamwork. While one or more functions are learning, others are stepping up.

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Decentralized Blockchain on the Rise: Exploring the Future Predictions and Emerging Trends

The Product Coalition

Beyond Bitcoin, it’s becoming evident that blockchain development applications are as diverse as the stars in the sky. It’s infiltrating industries like healthcare, finance, supply chain management, and more. It’s like Batman teaming up with Superman to save the day — each one’s strengths complementing the other’s weaknesses.