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AI Series: Prompt EngineeringLaajuus (5 op)

Tunnus: AT00DH89

Laajuus

5 op

Opetuskieli

  • englanti

Osaamistavoitteet

- Introduction to Prompt Engineering: Understand the basics of prompt engineering and its importance in AI interactions.
- Understanding Language Models (LLMs): Learn how language models work, their architecture, and how they process and generate text.
- Basic Prompt Techniques: Explore the core elements of crafting prompts, including role prompting and few-shot prompting.
- Advanced Prompt Techniques: Dive into more complex prompting methods like Chain of Thought (CoT), Zero Shot Chain of Thought, self-consistency, and generated knowledge.
- Evaluating and Refining Prompts: Learn how to assess the effectiveness of your prompts and refine them for better results.
- Prompt Hacking: Discover the risks associated with prompt engineering, including prompt injection, prompt leaking, and jailbreaking.

Ilmoittautumisaika

01.08.2025 - 31.07.2026

Ajoitus

01.08.2025 - 31.07.2026

Opintopistemäärä

5 op

Toteutustapa

Lähiopetus

Yksikkö

Teknologia (LAB)

Toimipiste

Verkkokampus

Opetuskielet
  • Englanti
Koulutus
  • Complementary competence, Bachelor's
Opettaja
  • Juhani Grape
  • Saku Syngelmä
Ryhmät
  • TLABTO25-26E
    Complementary competence (Bachelor's) 2025-2026, Faculty of Technology
  • TLABTO25-26
    Täydentävä osaaminen (AMK) 2025-2026, Teknologiayksikkö

Osaamistavoitteet

- Introduction to Prompt Engineering: Understand the basics of prompt engineering and its importance in AI interactions.
- Understanding Language Models (LLMs): Learn how language models work, their architecture, and how they process and generate text.
- Basic Prompt Techniques: Explore the core elements of crafting prompts, including role prompting and few-shot prompting.
- Advanced Prompt Techniques: Dive into more complex prompting methods like Chain of Thought (CoT), Zero Shot Chain of Thought, self-consistency, and generated knowledge.
- Evaluating and Refining Prompts: Learn how to assess the effectiveness of your prompts and refine them for better results.
- Prompt Hacking: Discover the risks associated with prompt engineering, including prompt injection, prompt leaking, and jailbreaking.

Arviointiasteikko

1-5