gen ai

GenAI: mini simulator by GoPractice

Generative AI
for Product Managers
Mini Simulator

Learn to apply generative AI to create products and automate processes through solving a practical business case.

  • Price: $299 Free for Lenny’s subscribers
  • Learning time: 4–6 hours
  • Format: simulator, self-paced
  • Required knowledge: no programming skills or deep knowledge of mathematics required.

Start learning

Bill Gates,
co-founder of Microsoft

"Generative AI has the potential to change the world in ways that we can’t even imagine"

Investment in generative AI startups over five years
Expected impact on the global economy annually
Productivity growth of specialists thanks to generative AI
Share of manual tasks that generative AI can automate

Who is
the simulator for

"We made this mini simulator for those who see the enormous potential of generative AI but can't keep up with all the changes and are afraid of missing the window of opportunity"

Vitaly Pimenov,
Course author, 15 years of experience in AI/ML

Who can benefit from the simulator

  • Product managers
  • Entrepreneurs
  • Analysts, marketers, and other specialists interested in the potential of AI

What you will get

  • Understand the basics of generative AI
  • Learn to uncover new possibilities for generative AI products
  • Get familiar with the generative AI product development process
  • Learn to work with unstructured data
  • Understand the language of AI specialists
  • Gain a competitive advantage for career growth


No programming skills or deep knowledge of mathematics is required.

In the simulator, you will join an analytics team of a product with millions of users.

You will be responsible for automating user reviews analysis.

By solving this business problem, you will learn how to apply generative AI and unlock its huge potential.

Chapter 1. Introduction. Generative AI Explained
  • Basics of generative AI (GenAI)
  • How large language models (LLMs) work
  • What is prompt engineering
  • Algorithm for designing prompts

Work on the project

  • Introduction and study of the project


The creators of this simulator have over 15 years of experience in applied machine learning and artificial intelligence. In recent years, they have been working on GenAI projects in ecommerce and fintech.

Vitaly Pimenov
  • Head of the ML team at Joom (a marketplace with 400+ million users)
  • Responsible for creating the machine learning infrastructure at Yandex
  • Part of the early team of the Yandex Data Factory project
Irina Pimenova
  • Created ML solutions for large businesses in metallurgy, agriculture, and finance as head of the ML department
  • Worked in the search quality evaluation team at Yandex
  • Led the machine learning department at VeeRoute
Oleg Yakubenkov
  • Founder of GoPractice — a leader in product management training
  • Worked as a Data Scientist at Meta
  • Led the analytics team at Yandex


Still have questions?

Email the GoPractice team at or via the messenger plug-in located at the bottom right, and we will respond as soon as possible.