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GenAI & Data Workflows – Getting Started

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Explore how to integrate Generative AI and data workflows in KNIME. This free, self-paced course shows you how to enrich analytics with LLMs and automate processes, without having to code. Earn a microcredential upon completion.

This short course is designed for data and business professionals eager to get started with integrating Generative AI (GenAI) into their data workflows using KNIME’s no-code capabilities. Learn how to connect to Large Language Models (LLMs), craft prompts for reliable output, and bring in your own data.
GenAI Getting STarted

How to enroll:

You need to be signed in to start the course for free.
No account? Create a free account on the login page.

Price:
Free

Time:
30 min

Earn:
Microcredential upon completion

Start course

You’ll begin by exploring how LLMs work and how to access them from KNIME. You'll then practice prompt engineering techniques to guide and shape model outputs, and learn to integrate your data into your GenAI workflows—all without coding.

Once you have completed this course, you will be able to:

  • Describe what Large Language Models (LLMs) are, including their limitations and applications in data analytics
  • Authenticate, connect, and prompt an LLM with KNIME Analytics Platform
  • Outline and apply techniques to control and optimize LLM responses

This is an on-demand online course you can take at any time covering the following topics:

GenAI Fundamentals and Its Role in Data Analytics

  • What is AI?
  • From neural networks to LLMs
  • Integrate LLMs in a data analytics workflow

GenAI in KNIME Analytics Platform

  • KNIME AI extension
  • 3 steps to leverage API-based LLMs
  • 3 steps to leverage local LLMs
  • Image generation

Response Control

  • Motivation and core parameters
  • Prompt engineering
  • Output format and validation

The course concludes with a knowledge check. Upon successful completion, you will earn a microcredential.

FAQ

Yes, download KNIME Analytics Platform for free here.

Yes, all you need to do is create a free LearnUpon account to enroll in the course.

KNIME Analytics Platform is free to download. For the functionality of automation and collaboration within teams, the KNIME Hub offers paid solutions. For an overview, see the pricing page.

For more information on KNIME and GenAI, please check out this page.