Product Talk

JUNE 5, 2024

For example, if you work on a machine learning API, it might make sense to include a data scientist in your trio, making it a quad. You can learn more about the roles in the product trio in this article: Core Concept: What Roles Are Represented in a Product Trio? Why is it important to work as a product trio?

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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. My quarantine consisted of surrendering my finance career and dedicating my time to watching YouTube videos on SwiftUI and Google Firebase. That makes complete sense.

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PMLesson's Ace the PM Interview

MAY 15, 2025

Snap Machine Learning Engineer (MLE) Interview Guide Snap Interview Process The interview process at Snap is typically split into 3 stages: a phone call with a recruiter, a technical assessment, and a final round of 4–6 interviews all on 1 day. Machine learning Explain how LLMs might be susceptible to adversarial attacks.

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PMLesson's Ace the PM Interview

NOVEMBER 18, 2021

It is no secret that software engineering interviews are rigorous and extensive today. Nevertheless, there are some general trends you can expect in many of your software engineering interviews. Nevertheless, there are some general trends you can expect in many of your software engineering interviews.

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The Product Coalition

JANUARY 27, 2024

That’s why these skills can prove to be useful when consulting with software engineers and other specialists in deciding which languages to use when energy efficiency is a priority. You can apply compression for resources that are large, dynamic, or text-based, such as HTML, JavaScript, or XML.

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PMLesson's Ace the PM Interview

APRIL 2, 2025

Salesforce’s core values: Trust Customer Success Innovation Equality Sustainability Technical screen The tech screen at Salesforce is usually the first step of the interview process for technical roles, like engineers. It’s a 45-minute phone or video call which involves basic questions about the role and your background.

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Analytic Tools Reporting Tools Technical Review Data Visualization 52

Crafty CTO

JUNE 18, 2025

I hope these notes help you get a sense of the energy, trends, and ideas shaping the future of AI and AI Engineering. He compares today’s state of AI today to early days in physics where the Standard Model was developed and ended up serving physics almost unchanged through today.

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The Product HQ

MAY 10, 2024

Today, more and more businesses are looking for product managers specializing in artificial intelligence and machine learning technologies. This is because products that incorporate artificial intelligence and machine learning technologies are complex.

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PMLesson's Ace the PM Interview

MARCH 17, 2025

  Non-technical roles must complete a recorded video assessment, where you record answers to mainly behavioral questions. Non-native English speakers also get an English language assessment that assesses their proficiency in English. Machine learning Explain overfitting. System design Design Netflix. Design WhatsApp.

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Analytic Tools Reporting Tools Research Software Technical Review 52

The Product Coalition

JULY 28, 2023

When it comes to technologies, you’ll hear the engineering teams building the customer journeys talking about the likes of JavaScript, Angular and on data product side, you’ll hear Python, SQL etc. When it comes to machine learning based data products, you’ll hear teams talking about the most impactful features.

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Split

MARCH 30, 2023

Feature toggles—or feature flags or flippers—are a powerful tool software engineers use to enable and disable certain features within a codebase. A Brief History Feature toggles have been around since the 1970s, but their usage has grown significantly over time due to advances in technology and software engineering practices.

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The Product Coalition

JUNE 18, 2019

Artificial Intelligence and Machine Learning How do you see your groups charter as serving the mission of Microsoft? Here’s a link to a video that you might find useful from one of my previous Product School talks. Entry-Level Product Management I’m a Software Engineer who wants to transition to Product Management.

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PMLesson's Ace the PM Interview

APRIL 2, 2020

Walk Away With: Certificate of Completion, Professional portfolio, access to dedicated career services and network Focus Areas: Data fundamentals, data analysis, statistical modeling, machine learning Best For: Students with a technical background, such as a degree in CS or Mathematics. Success Rate: 91.9%

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PMLesson's Ace the PM Interview

JUNE 19, 2022

How would you reduce bandwidth in a video streaming app? How would you choose a programming language to build your product at Google? Design YouTube's video recommendation engine. How would you create a high-speed network to communicate with team members on the Moon? Design a risk management plan for a data center.

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Analytic Tools Artificial Inteligence Feedback Software Data Visualization 52

Department of Product

OCTOBER 26, 2023

In this article, a Google ML engineer explains everything you need to know about managing your data – and best practices for your product. Logan Thorneloe) We believe in Augmented Intelligence just as much as we believe in Artificial Intelligence. The new features include under eye lighting and smoothing.

Data Visualization 52

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The Product Coalition

OCTOBER 6, 2020

With so many opinions being shared, there is no limit to the possibilities in data, and leveraging the power of natural language processing , computational linguistics , and other technologies are only the beginning of what Canvs does for their customers. especially when it comes to understanding the impact of video and social media content.

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User Testing Data Visualization Product Research Research Software 148

PMLesson's Ace the PM Interview

MARCH 4, 2025

This 30- or 45-minute video call assesses soft and technical skills. Machine learning Design an image classifier. Explain the bias-variance tradeoff and how it affects model performance. What are some ways to prevent overfitting in deep learning models?

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PMLesson's Ace the PM Interview

MARCH 1, 2020

I studied mathematics at UCLA, worked 2 summers as a software engineering intern at a Series E AdTech startup, and advised Metta World Peace (Ron Artest) as the product manager for his social basketball app, Gradelo. If the recruiters deem you to be a good fit, you'll receive a digital video exercise.

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The Product HQ

JUNE 10, 2024

To learn more via video, then watch below. Data science and machine learning analysis skills. For example, at the beginning of one’s career in tech PM, data science and machine learning analysis skills are more important than others. Otherwise, skip ahead. Statistical skills.

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PMLesson's Ace the PM Interview

OCTOBER 3, 2018

I’ve previously done work in marketing, UX design, software engineering, and consulting. How did you break into product management? I had a very interdisciplinary background before getting into product management.

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Mind the Product

AUGUST 22, 2019

When browsing the product page for a Java RMI (remote method invocation) book the widget recommended two other software engineering related books and then finally … Harry Potter. Using a machine learning tool called TPOT, the team at FutureLearn was able to cut short system setup and prove it worked.

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Userpilot

AUGUST 30, 2023

The Product-led Growth Playbook for AI/Complex Products The machine learning revolution has come to stay, and with it comes many innovative but complex products. The game-changing dynamics of scaling in the Machine Learning Revolution. Connect with Else on Linkedin. Keys for dealing with the intricacies of niche products.

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Business of Software Conference

JANUARY 6, 2020

We’ve all seen movies about artificial intelligence getting smarter than us and overthrowing our stronghold to make us obsolete, but how close are we to total subordination, and is the fear of losing jobs to robots as real as we are led to believe? Video, Slides, & Transcript below. Upcoming Events.

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