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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? The end users may perceive machine learning as a threat, rightly or wrongly.

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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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2022 Product Management Trends

ProductPlan

Organizations that have more recently recognized the importance of product management to the success of their business are those that are transitioning from being “sales-led” or “customer-led” to “product-led.”. They focus on the results that the team is looking for. Trends (still) impacting the newly converted.

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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. The candid conversations that are happening in product communities online make for excellent podcast material. Inga: AI is the umbrella over machine learning.

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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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Embracing the New: How Green Nail Polish Became My Catalyst for Optimism in 2024

People-First Product Leadership

Technological Advancements: The consumerization of artificial intelligence (AI) and large language models (LLMs) can bring innovation to industries ranging from education to healthcare to newsletter writing. When I veered off track, I learned (good) while losing a bit of confidence in myself (bad).

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Product Design: Let’s get Emotional

Mind the Product

Indeed startups are often launching with or driving the development of new technologies. Ripple , for example, is using blockchain technology to disrupt the global payments market and Babylon Health is using artificial intelligence to drive its consumer health proposition. A new Type of Consumer. Nice touch.