Agents Week
powered by the Yandex School of Data Analysis
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Yandex School of Data Analysis experts explain the architecture of modern AI agents, covering the full process: building agents from scratch, configuring their behavior, connecting external systems, and scaling solutions for real workloads.
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The video sessions are over, but all the video recordings are available on YouTube.
From LLM prompts
to agent systems
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Who is the intensive for?
This intensive is designed for anyone planning to implement agent systems in real products or infrastructure, or build personal assistants:
- ML engineers, backend developers, and researchers who want to move from isolated LLM prompts and prototypes to full agent systems.
- Technical university students with strong coding skills eager to understand AI agents.
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What will it cover?
- How modern AI agents work: from LLMs and prompts to the thought—action—observation loop, tools, memory, and agent architectures.
- Designing and configuring agent behavior: reasoning, orchestration of multi-agent systems, and guardrails, with real engineering constraints.
- Evaluating AI agents: сore approaches to assessing solutions and checking the reliability and stability of agent behavior.
- Production engineering principles for AI agents: setting up monitoring, scaling, and maintaining systems under real workloads.
What’s in the program
Leads the AI services team at Yandex Lavka, developing customer-facing and internal AI agents and the platform that supports them
Leads the AI services team at Yandex Lavka, developing customer-facing and internal AI agents and the platform that supports them
Leads the ML development team in Yandex Browser
Leads the ML development team in Yandex Browser
Works on the platform for internal AI agents and develops agents that help optimize developer workflows in Yandex Lavka
Works on the platform for internal AI agents and develops agents that help optimize developer workflows in Yandex Lavka
Develops agent solutions for Alice and Smart devices
Develops agent solutions for Alice and Smart devices
Is responsible for the platform of internal AI agents and the agents that accelerate development, testing, and product launches in Yandex Lavka
Leads the development of AI Studio Yandex Cloud
FAQ
If you are just beginning to explore large language models, we recommend reviewing the basics beforehand.
It will be stored in your Personal Account. Please note: the certificate confirms participation but is not an educational credential.
Still have questions?
we will be happy to help.