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Course : Understanding and Harnessing Generative AI

Understanding and Harnessing Generative AI


Average of customer reviews Average of customer reviews Average of customer reviews Average of customer reviews
4,5 / 5


This course is designed to equip you with the skills to craft effective prompts and establish robust workflows for the most common business applications of artificial intelligence. You will learn how to harness the full potential of these tools while avoiding common pitfalls and risks.


INTER
IN-HOUSE
CUSTOM

Practical course in person or remote class
Disponible en anglais, à la demande

Ref. GCJ
  1d - 7h00
Price : 780 € E.T.

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This course is designed to equip you with the skills to craft effective prompts and establish robust workflows for the most common business applications of artificial intelligence. You will learn how to harness the full potential of these tools while avoiding common pitfalls and risks.


Teaching objectives
At the end of the training, the participant will be able to:
Define and effectively utilize generative AI tools.
Craft efficient and tailored prompts using a systematic methodology.
Establish workflows for the most common use cases.
Validate content to mitigate any risks to the enterprise.
Discover the latest functionalities in image, audio, and video AI.

Intended audience
All audiences, and in particular, all employees who need to be informed and reassured as soon as possible about these new methods of accessing information.

Prerequisites
No specific knowledge required.

Course schedule

1
Understanding the Dimensions of the Ongoing Revolution

  • What is Generative AI?
  • Exploring the stakes of this revolution for business through practical examples.
  • Presentation of the main tools and key players.
  • AI Everywhere: LLMs, GANs, APIs, RAG, etc.
Storyboarding workshops
Collective reflection and exchange of ideas.

2
How LLMs Work, Their Limitations, and Prompt Writing Methodology

  • Overview of current LLMs (ChatGPT, Gemini, Copilot, Mistral, Claude, etc.).
  • Update on the latest announcements.
  • How LLMs operate: knowledge base, algorithms, RLHF, and moderation.
  • Limitations, biases, and errors: essential precautions.
  • A systematic approach to constructing prompts to save time and boost efficiency.
  • Transitioning from prompt to workflow with LLMs.
Hands-on work
Writing prompts on Padlet (analysis and refinement), with sector-specific application examples.

3
Mastering Common Business Use Cases with AI (Images, Audio, and Video)

  • Enhancing existing content (summaries, analyses, improvements, translations, etc.).
  • Creating new content (articles, newsletters, blogs, emails, etc.).
  • Advanced applications (working with Excel data, producing SEO-optimized content, etc.).
  • Extensions and tools for specialized tasks (handling critical documents, video summarization, etc.).
  • Overview of image and video tools and key players.
  • Discussion on the latest functionalities available with these tools.
Case study
“Photo Studio” – real-world examples and group discussion.

4
Ethical and Legal Considerations

  • Using generative AI while protecting yourself and your organization.
  • Addressing legal issues: GDPR, copyright, plagiarism, and liability for AI-generated content.
  • Discussing ethical questions: transparency, misinformation, etc.
Storyboarding workshops
Analyzing concrete case studies from various enterprises.


Customer reviews
4,5 / 5
Customer reviews are based on end-of-course evaluations. The score is calculated from all evaluations within the past year. Only reviews with a textual comment are displayed.


Dates and locations
Select your location or opt for the remote class then choose your date.
Remote class

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