Mind the Product

MAY 26, 2022

In this article, written for product managers, data scientists, and engineering teams we cover some growth areas and ideas on how to achieve more impact while working on building ML-based products. [.] Read more » The post How to build machine learning-based products appeared first on Mind the Product.

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Mind the Product

AUGUST 19, 2019

Artificial intelligence (AI) is probably the biggest commercial opportunity in today’s economy. We all use AI or machine learning (ML)-driven products almost every day, and the number of these products will be growing exponentially over the next couple of years. Lesson 3: Account for Model Mistakes and Biases.

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The Product Coalition

JULY 29, 2022

That’s where Machine Learning (ML) comes in, the bleeding-edge technology that is garnering so much attention. But in spite of being a coming-of-age 21st-century technology, ML remains a largely misunderstood area. Non-technical people often confuse it with Artificial Intelligence (AI). billion U.S.

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Product Innovation Educators

OCTOBER 14, 2024

To use AI well in product management, we need to know how to ask it questions (called prompt engineering), balance AI ideas with human know-how, and always double-check AI’s work. We’re talking about how artificial intelligence (AI) is changing the way we manage products and come up with new ideas.

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The Product Coalition

DECEMBER 21, 2021

Here’s our story how we’re developing a product using machine learning and neural networks to boost translation and localization Artificial intelligence and its applications are one of the most sensational topics in the IT field. There are also a lot of misconceptions surrounding the term “artificial intelligence” itself.

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Product Innovation Educators

DECEMBER 16, 2024

Requirements Engineering Following roadmap creation, requirements engineering emerges as a crucial activity where product strategy meets technical execution. This phase highlights the important distinction between product manager and product owner roles, particularly in Agile environments.

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Mind the Product

JANUARY 25, 2020

In this MTP Engage Manchester talk, Mayukh Bhaowal, Director of Product Management at Salesforce Einstein , takes us through how product managers must adjust in the era of artificial intelligence and what they must do to build successful AI products. Are there prior examples available to teach the machine learning models?

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Roman Pichler

AUGUST 9, 2017

If you manage a digital product that end users employ, such as a web or mobile app, then you usually do not require in-depth technical skills, such as, being able to program in Java, write SQL code, or know which machine learning framework there are and if, say, TensorFlow is the right choice for your product.

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Product Management Unpacked

MARCH 26, 2020

According to a Brookings Institution report , “Automation and Artificial Intelligence: How machines are affecting people and places,” roughly 25 percent of U.S. Instead, Magnin suggests that product managers use machine learning predictions as options they can provide to their users to choose from.

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Mind the Product

NOVEMBER 22, 2019

In this thought-provoking keynote from #mtpcon London, Google Scholar and UN Advisor Kriti Sharma discusses the impact of artificial intelligence on decision making and what we, as product people, should be doing to ensure this decision making is ethical and fair. Key Points. Avoiding bias relies upon better understanding the user.

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The Product Coalition

MARCH 8, 2023

engine can deliver a timely diagnosis, potentially saving lives. The model accuracy and recall rates will improve providers who will provide feedback to the A.I. engine, improving the quality and quantity of the test data. How can A.I., help with the current challenges? can help doctors prioritize cases.

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Product Innovation Educators

JULY 4, 2022

We help external engineers understand the product requirements and user needs and rely on their expertise. For our core business like cameras, plugs, and bulbs, we’re investing in internal innovation, especially artificial intelligence. We’re pushing the boundaries of computer vision and machine learning.

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Product Management Unpacked

SEPTEMBER 24, 2021

Here’s what strategic partner PayPal did to bring scaled product management to life for this startup-oriented software engineer. I was a software engineer, so I was learning a lot of things on the go and on the job,” said Rao of his early-stage product management roles at Parity Cube and other startups.

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Software Engineering Analytic Tools Engineering Data Visualization 195

UX Planet

DECEMBER 6, 2024

As I delve deeper into understanding the capabilities and limitations of Artificial Intelligence, I see an opportunity for AI/ML to improve an existing flow in the Automotive industry. AI Vision : Intelligently match customers with their ideal car through a sophisticated, single-prompt recommendation engine.

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Product Innovation Educators

FEBRUARY 13, 2023

I went on to be a lifeguard, a train engineer, and a manager in a rides department. They have an engineering-based approach. When you want to become a customer, their engineers show up and look at your facility. One of the things that’s really earth-shattering is artificial intelligence design.

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Userpilot

MAY 10, 2023

Apart from artificial intelligence itself, AI is often referred to as Deep Learning and Machine Learning (ML) technologies and Natural Language Processing (NLP). The post AI Product Management 101: How to Leverage Artificial Intelligence Successfully? What do we mean by AI?

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Mind the Product

JANUARY 28, 2020

Listen if you’d like to learn more about. Artificial Intelligence. How Search Engines Reinforce Racism , by Dr. Safiya U. Listen if you’d like to learn more about. Artificial Intelligence. * How Search Engines Reinforce Racism , by Dr. Safiya U. How to use data properly.

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Product Management University

APRIL 10, 2023

(Artificial Intelligence) AI and product management is a white-hot topic that runs the gamut, from the countless benefits to product managers all the way to replacing product managers…and everything in between. What is AI (Artificial Intelligence)? Is Machine Learning the Same as Artificial Intelligence?

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Lenny Rachitsky

FEBRUARY 9, 2025

Before OpenAI, Karina was at Anthropic, where she led post-training and evaluation work for Claude 3 models, created a document upload feature with 100,000 context windows, and contributed to numerous other innovations.

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Alchemer Mobile

JUNE 15, 2024

When did you first become aware of artificial intelligence (AI)? NLP allows you to enter text as if you’re speaking with a human and receive a reply from a computer in a similar style of language. What is a Large Language Model? What’s remarkable is how quickly the business community has embraced AI.

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TechEmpower - Product Management

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

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Product Innovation Educators

NOVEMBER 6, 2023

Before founding Viable, he held senior leadership roles in engineering, technology, and product. We found that artificial intelligence is starting to help companies make better product management decisions. Before founding Viable, he held senior leadership roles in engineering, technology, and product.

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The Product Guy

MAY 6, 2017

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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Product Innovation Educators

FEBRUARY 7, 2022

He originally studied electrical engineering at Stony Brook in New York, a highly rated engineering school. Trade secrets are appropriate for products that cannot be reverse-engineered, like Coca-Cola’s secret formula or data used within an artificial intelligence system. You just have to keep it secret.

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UX Planet

MAY 1, 2025

Artificial intelligence is not just a backend technology anymoreits now front and center in the user experience. As designers, were no longer just creating static interfaces; were shaping dynamic, adaptive systems that learn, respond, and even create alongside us. tutor, coach, assistant) - Transparent contextwindows 3.

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Modus Create

NOVEMBER 7, 2024

Yet, PwC reports that 60% of organizations have experienced security incidents related to AI or machine learning. Keeping up with changing security threats The vast amounts of data required to train AI models create new attack surfaces for cybercriminals to exploit.

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The Product Coalition

FEBRUARY 10, 2021

AI Revolt In Mobile Apps Aimed at the next-generation marketing mobility elucidation, new innovations such as Virtual Reality Augmented Reality, IoT, as well as Artificial Intelligence has been covered up. A special neural engine is used in this chip that enables Face ID scanning.

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Piyanka Jain

JANUARY 31, 2020

Feature Engineering?—?Hypothesis-driven Hypothesis-driven vs. ML-driven I was talking to a CTO of a Fortune 100 bank this morning and we got talking about feature engineering in AI/ML models. With the advent of ML and AI, many believe that the statistical methods of feature engineering are redundant.

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Johanna Rothman

JUNE 27, 2023

But the people contact me because the LLMs (Large Language Models) claim I have written these articles. How did the LLMs do that? LLMs are closer to prediction engines rather than AI, but I digress.) Maybe working with these LLMs will help you learn to code, especially if it's a new language.

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Userpilot

DECEMBER 21, 2023

is a pioneering weekly podcast that pushes the boundaries of artificial intelligence in content creation. is a pioneering weekly podcast that pushes the boundaries of artificial intelligence in content creation. is a pioneering weekly podcast that pushes the boundaries of artificial intelligence in content creation.

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Product Talk

DECEMBER 18, 2024

We need engineers involved throughout. I started my career as a software engineer. The Evolution of Modern Product Discovery: A Quick Recap Back in the ’90s, a lot of times these decisions came from executives, from business stakeholders, and we treated our engineers like they were IT order-takers.

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The Product Coalition

DECEMBER 11, 2023

In digital content creation, Artificial Intelligence (AI) has emerged as a significant influence, transforming how content is produced and consumed. AI tools for content creation, powered by advanced machine learning algorithms, analyze extensive datasets to discern patterns and trends. What is AI for content creation?

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The Product Guy

DECEMBER 15, 2019

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 Garrett also spent some time in other industries working with for the PwC and Google Cloud Alliance leading a product/engineering organization of over 50. The Best Product Visionary.

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Product Talk

JUNE 16, 2021

In my book Continuous Discovery Habits , I wrote that a product trio is typically comprised of a product manager, a designer, and a software engineer. When I defined a product trio as typically comprising a product manager, a designer, and a software engineer, I was describing what I see at the vast majority of companies that I work with.

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TechEmpower - Product Management

NOVEMBER 13, 2023

On a different project, we’d just used a Large Language Model (LLM) - in this case OpenAI’s GPT - to provide users with pre-filled text boxes, with content based on choices they’d previously made. This gives Mark more control over the process, without requiring him to write much, and gives the LLM more to work with.

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