PMLesson's Ace the PM Interview

MARCH 17, 2025

Machine learning Explain overfitting. How is gradient descent and model optimization used in linear regression? Product management  Design a grocery list app. What is your favorite product? Study with Exponent’s Software Engineering Interviews course. System design Design Netflix.

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PMLesson's Ace the PM Interview

APRIL 2, 2025

Machine learning What is cross-validation, and why is it important in machine learning? How do you address it in your models? What is regularization in machine learning?   Predict the sales of a product for the next quarter. Design a hotel booking service. Design YouTube. Design WhatsApp.

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Crafty CTO

JUNE 18, 2025

2025 in LLMs so far Speaker: Simon Willison ( SimonWillison.net ) – Session video I’m a huge fan of Simon’s, and here he’s in fine form—fine enough that this presentation won best-of-conference. And if you actually do that, you know, what I described also sounds a lot like good software engineering practice.

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PMLesson's Ace the PM Interview

MAY 20, 2025

Collaborating with Teams : Works closely with software engineers, data scientists, and business analysts to understand data needs and create scalable solutions. You'll be expected to work cross-functionally and explain your findings to product managers, engineers, data scientists, and business leaders.

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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. He expected to get what he needed from Carnegie Mellon University’s Master of Science in Product Management (MSPM) program. I felt PayPal would be a great choice.”. “Is

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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. The Opportunity Before us. The Opportunity Before us.

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Product Innovation Educators

FEBRUARY 13, 2023

PDMA is also the longest-running professional association for product managers, leaders, and innovators, having started in 1976. Learn more about them at PDMA.org. Summary of some concepts discussed for product managers [2:13] Tell us about your work creating customer experiences. Next is action.

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Product Talk

JUNE 16, 2021

How do you decide who should be part of the product trio that leads discovery? 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. Some with quite a bit of outrage. Why didn’t I include user researchers?

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The Product HQ

MAY 10, 2024

Want to become a machine learning product manager? As artificial intelligence technologies continue to evolve and become more mainstream, so too does the demand for machine learning product managers grow among startups and Fortune 500 companies alike. Keep on reading then.

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PMLesson's Ace the PM Interview

MAY 14, 2019

Here's a breakdown of how to consider a career in product management versus software engineering As a new grad, I was lucky enough to choose between product management and software engineering amongst other options. This is something you want to optimize for early in your career.

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Product Talk

JUNE 5, 2024

. – Tweet This You can learn more about product trios in these articles: Core Concept: The Product Trio Discovery Hand-Offs Kill Momentum: Here’s What to Do Instead Which three roles make up the product trio? Most product trios are comprised of a product manager, a designer, and an engineer.

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PMLesson's Ace the PM Interview

MAY 14, 2019

Here's a breakdown of how to consider a career in product management versus software engineering As a new grad, I was lucky enough to choose between product management and software engineering. You are ultimately accountable for the product's success or failure.

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PMLesson's Ace the PM Interview

JULY 22, 2020

One of the most frequently asked questions from those aspiring to enter the product management field is: how technical do I need to be if I want to be a PM? PMs build and manage technical products. To do so, they interact with software engineers and data scientists on a daily basis.

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PMLesson's Ace the PM Interview

DECEMBER 4, 2021

If you're a software engineer interested in joining the booming fintech industry, you have undoubtedly heard of two of the current fintech giants: Coinbase and Robinhood. Both companies are actively hiring new engineers at the moment, but which should you choose? Let's get to it! What is Coinbase?

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Userpilot

APRIL 22, 2021

If you’re an aspiring or a junior product manager – technical skills are something that will give you a massive leg up in your career. Product Management is a very young profession. Product Management is a very young profession. But where have Product Managers come from? What is it?

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The Product HQ

MAY 10, 2024

Want to become an AI product manager? This guide shows you how to prepare for a career in AI product management. Today, more and more businesses are looking for product managers specializing in artificial intelligence and machine learning technologies.

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Modus Create

APRIL 5, 2021

Now imagine running an omnichannel retail company overhauling its bottom line by providing machine learning recommendations based on time series data. The kid running the lemonade stand is expected to have some working knowledge of lemonade, otherwise, how would they sell their product and run a lemonade business. Conclusion.

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PMLesson's Ace the PM Interview

MARCH 21, 2022

Trying to better understand the software engineer career path? Want to know what your next steps are as an engineer as you make your way to CTO? An engineering career can go in many different directions depending on your technical skill set and what you want out of a job. We've got your covered.

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The Product Coalition

JANUARY 27, 2024

I would like to thank Tremis Skeete, Executive Editor of Product Coalition, for his valuable contributions to this article's research, development, and writing. I also thank Product Coalition founder Jay Stansell, who has provided a collaborative product management education environment.

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The Accidental Product Manager

FEBRUARY 26, 2024

The goal is to sell more cars, perhaps software is the key Image Credit: rakyan ‘boyan’ tantular Product managers know that if we want to sell more of their product, we need to find ways to make the product more appealing to our customers. These days, that can be very difficult to do.

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Userpilot

JULY 16, 2024

As a SaaS professional, you’ve probably asked yourself, “What’s tech product management?” and wondered how it’s different from traditional product management. This guide takes a deep dive into the world of technical product management , showing you how to become one of these in-demand professionals.

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Bain Public

OCTOBER 18, 2022

AI Dev World is the world’s largest artificial intelligence event that targets AI developer professionals seeking to learn about the newest AI technologies, as well as software engineers and data scientists who are looking for an introduction into AI. About Paul’s Session. Date: November 2, 2022. Where: Virtual.

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The Product Coalition

DECEMBER 14, 2019

The learning process usually starts by writing the program and then finding all the software bugs and fixing them. This is a common approach that was originated by software engineers for tackling relatively easy and short-term challenges. In some sense, this can boost engineering creativity.

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The Product Coalition

JULY 28, 2023

We apply product management to data. In digital product teams teams, data people often sit in those teams, they’re typically analysts that are focusing on where could the product team go next: is how the product performing, what are the customer behaviours we’re seeing.

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The Product Coalition

JANUARY 21, 2020

How to better manage internal and external interfaces when leading machine learning products In the last few years AI invaded our life in many ways through many products. In this article I will discuss the unique nature of AI-based products and its influence on the development process and the usability.

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PMLesson's Ace the PM Interview

MARCH 20, 2021

Their role, then, would entail collecting, modeling, analyzing, and presenting that data while building machine learning or predictive analytics models so that a company can have insight into the future. The role ultimately comes with many different hats and responsibilities.

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The Product Coalition

JUNE 18, 2019

Ria Sankar is a Group Product Manager leading Product Management & Data Science for AI for Good initiatives within Microsoft. These questions were all submitted by members of the Product Managers Slack Community. How do you Product Manage when the goal is not directly tied to revenue or stakeholders?

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PMLesson's Ace the PM Interview

JUNE 19, 2022

Do you have an upcoming technical product manager interview coming up? While technical interview questions are typically asked less often during product manager interviews, you still need to be prepared for them. How would you choose a programming language to build your product at Google?

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The Product Cafe

APRIL 26, 2023

Hello, all you product-loving folks! 💜 Welcome to this week's edition of Product Café, your weekly cup of coffee for everything product management, startups, and more. Well, through the power of Artificial Intelligence, of course!🤖 And how are they doing it, you ask? See you again soon!

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PMLesson's Ace the PM Interview

AUGUST 1, 2022

The author, Roberto Vitillo, is a software engineer and engineering manager that has worked at Microsoft and Mozilla throughout his long career. He describes this book as the resource he wishes he had when beginning his engineering career.

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Mixpanel

APRIL 12, 2024

As it happens, this is an area where artificial intelligence is advancing quickly. Is AI capable of thinking like a product manager and running a product dev project from zero to shipped? How do you define artificial intelligence? Will software engineering be around in 40 years?

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The Product Coalition

AUGUST 4, 2019

Why are Product Management Books important ? In the old times, it used to be the case that you would learn side-by-side with another professional. Equally, there is more competition than ever to land those practical experiences in Product Management. Watch our talk with Gayle to learn the essentials.

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The Product Coalition

MAY 9, 2020

Product Data Management (PDM) is the process of collecting, organizing, storing, and sharing data within an organization. You might also have heard that it comes under the umbrella of Product Lifecycle Management (PLM) and is sometimes referred to in software engineering as version control.

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The Product HQ

JUNE 10, 2024

Are you looking for a technical product manager career path? Technical product managers don’t stay in the same positions forever. As you embark on a professional journey in the field of product management, you must familiarize yourself with the technical product manager career path.

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The Product HQ

MAY 10, 2024

Startup Product managers are in charge of setting up the foundation for product management at a new company. Since product development is such a lucrative field, this is a crucial role for the company. According to Airfocus , an optimized product manager boosts profitability and sales, by 34.2

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Department of Product

OCTOBER 26, 2023

Discord’s senior product manager, Mason Sciotti, says the company has known how valuable its open API has been since its inception, and the app store is a natural extension of that. In this article, a Google ML engineer explains everything you need to know about managing your data – and best practices for your product.

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The Product HQ

JUNE 1, 2024

Interested in learning what the essential data product manager skills are? Data was becoming necessary for their product roadmap, executive-level decisions, and information on their paid marketing campaigns. As a result, the data product manager role is there to manage and use data purposefully.

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