Generative AI Foundation Workshop

Generative AI Workshop Program

Learn core AI/ML concepts, explore Generative AI, NLP, and LLMs, with hands-on prompt engineering and real-world ethical insights.

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Immersive Learning Experience

Hands-on modules with use cases, gamification & simulation exercises

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10000+ People trained and coached by hands-on consultants

What is the Generative AI Workshop Program?

The Generative AI Workshop Program is a hands-on learning experience designed to help organizations understand, adopt, and scale GenAI solutions across various business functions. It equips teams with fundamental AI/ML concepts and the evolution toward Generative AI through an interactive Gen AI workshop.

Why Do Enterprises Need a Generative AI Workshop Program?

The Generative AI Workshop Program helps enterprises equip your teams to adopt Generative AI at scale through structured learning, practical tools, and cross-functional alignment.

Build foundational AI/ML knowledge to enable confident adoption of GenAI tools.
Encourage ethical, secure, and accountable innovation through structured learning.
Identify high-impact, function-specific use cases across marketing, HR, and operations.
Foster alignment with a shared GenAI language across business, tech, and leadership teams.
Empower non-technical talent to understand and apply GenAI confidently.
Gain a competitive edge through early adoption and innovation.
Cut through AI hype with clear, strategic insights into GenAI’s real-world value.

Fuel Your Curiosity. Master the Fundamentals of GenAI

Learn core AI/ML concepts, explore the rise of Generative AI, and build a strong foundation—no tech background required.

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Prerequisites for the Foundation of Generative AI Workshop Program

The prerequisites for the foundations of Generative AI Training Program typically include:

What will you learn?

This workshop offers a comprehensive introduction to the Generative AI landscape, covering foundational concepts like AI/ML/DL, the emergence and relevance of GenAI, and its key real-world applications. Dive into NLP basics, explore embeddings and contextual language models, and build clarity on the Transformer architecture through comparisons between BERT, GPT, and other LLMs. The session also examines ethical challenges such as bias and misinformation, and concludes with an engaging introduction to prompt engineering through examples and hands-on exercises.

Perfect for beginners, developers, and non-technical professionals eager to understand and work with GenAI.

Who Should Enroll?

Any beginners, tech enthusiasts, early-career developers, or non-CS professionals working in complex business environments can benefit from the foundational Gen AI workshop, which perfectly aligns with their need to build AI literacy, understand GenAI tools, explore real-world use cases, practice prompt engineering, and gain future-ready, ethical AI skills.

Detailed Course Curriculum Outline

“Your First Step into the World of Generative AI.”

Module 1: The Generative AI Landscape

Overview of AI, ML, DL
Rise of GenAI and its relevance today
Key applications

Module 2: Core Concepts in NLP and Embeddings

Basics of NLU/NLP
Tokenization, embeddings, and contextual models

Module 3: Transformer Architecture & LLMs

Transformer model explained
Comparison of BERT, GPT, and others

Module 4: Ethical Considerations in GenAI

Bias, safety, copyright, and misinformation

Module 5: Introduction to Prompt Engineering

Prompt styles: zero-shot, few-shot, CoT
Examples and hands-on walkthrough

Module 6: Reporting & Metrics

Automating relevant dashboards for greater transparency and measurement
Understanding and analysing metric reports like Burndown Charts, Velocity Chart , Release burndown chart, Cumulative flow diagram, Control Chart using automation with AI driven ALM Tools
Using AI for generating customer insights, competitive analysis & historical trends

Module 7: Agile Lifecycle Management Tools

Other AI benefits in participant’s context
AI hands-on and simulation for contextual scenarios

Build AI Literacy from the Ground Up with our Foundations of Generative AI Workshop.

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Duration & Mode

Duration

18 Hours (customizable for corporate needs)

Mode

Live Online / In-Person / Hybrid (as per corporate preference)

Hands-on Learning

Hands-on, Project based learning

Why Choose Benzne Consulting?

Deep Technical Expertise, Delivered Simply

Benzne’s trainers come from the industry background with decades of experience. They break down

complex topics like transformers, embeddings, and LLMs into practical, real-world insights your teams can grasp and apply instantly.

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Ethical AI design, bias detection & data privacy protocols

Tailored for Business Impact

Beyond just theory, we align GenAI concepts with real enterprise use cases to help teams

start thinking and building with purpose from Day 1.

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Hands-On Prompt Engineering

Your teams will learn how to craft effective prompts—an essential skill for interacting with

LLMs and driving consistent, accurate AI outputs.

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Ethics Built In

We don’t ignore the risks. Our program includes essential frameworks for responsible

GenAI adoption—focusing on transparency, bias mitigation, and ethical deployment.

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Customizable and Scalable

Whether you need a foundational overview for business leaders or technical depth for

developers, we tailor the experience to fit your enterprise needs.

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Trusted Transformation Partner

Benzne is known for driving practical learning in Agile, AI, and digital transformation across

enterprises—with measurable impact and follow-through support.

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Our Trusted Clients

Join the Next Wave of Innovation with our Foundations of Generative AI Workshop.

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Instructor & Mentors of the program

Unlock the power of Generative AI with our expert-led workshop.

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Frequently Asked Questions About About Addressing Generative AI Workshop Program

1. What is covered in the Generative AI Foundation Workshop?

This Generative AI Foundation Workshop introduces participants to the core concepts of Artificial Intelligence (AI), Machine Learning (ML), and the evolution of Generative AI. It provides a structured overview of Large Language Models (LLMs) like GPT and BERT, explains prompt engineering basics, tokenization, embeddings, and delves into how GenAI tools function behind the scenes. Hands-on activities using chat-based interfaces and AI playgrounds are included to reinforce learning. Participants will also explore real-world use cases across domains such as content creation, automation, education, and productivity enhancement.

2. Do I need a computer science background to join?

No, a computer science background is not necessary. The workshop is structured to be beginner-friendly and assumes no prior expertise in AI, ML, or programming. It emphasizes conceptual understanding and practical exploration of GenAI tools through interactive exercises and demonstrations. Participants only need basic digital literacy and curiosity to engage meaningfully. The aim is to make AI literacy accessible to all, regardless of technical background, and empower learners with the confidence to explore AI tools in their personal or professional contexts.

3. Will I learn the basics of AI, ML, and deep learning in this workshop?

Yes. The workshop starts by explaining foundational AI concepts and walks through how Machine Learning and Deep Learning power modern GenAI tools. It demystifies terms like supervised learning, neural networks, and transformers in simple, relatable ways. Rather than diving deep into algorithms or mathematics, it focuses on giving participants an intuitive understanding of how these systems learn, generate responses, and improve. These basics set the stage for understanding how LLMs like GPT work and why they’re transformative across industries.

4. Does the workshop explain the difference between BERT, GPT, and other LLMs?

Yes, a dedicated section of the workshop compares key LLMs like BERT, GPT, T5, and others. It highlights architectural differences (encoder vs. decoder vs. transformer), use cases (classification vs. generation), and performance capabilities. The goal is to help participants understand which model types are best suited for different tasks, such as sentiment analysis, summarization, question-answering, or content generation. These insights are crucial for making informed decisions when selecting GenAI tools or platforms for various business and personal use cases.

5. Will I get hands-on experience with prompt engineering techniques?

Absolutely. The workshop includes guided exercises on crafting and refining prompts for different goals—such as answering questions, rewriting content, or summarizing text. Participants will experiment with structured prompts, zero-shot and few-shot examples, and see how changes in phrasing impact the LLM’s response. The hands-on approach ensures learners gain confidence in communicating effectively with GenAI systems and understand how prompt structure influences outcomes, which is a core skill for working with AI tools productively.

6. What real-world applications of Generative AI are discussed?

The workshop showcases diverse applications across domains: writing and editing content, generating images and videos, automating emails, summarizing documents, producing code snippets, assisting in customer service, and even generating music or art. Participants will explore how these applications are being used in marketing, education, legal research, software development, and more. Case studies and tool demos help illustrate the practical value of GenAI, sparking ideas for personal use, team productivity, and strategic implementation in business settings.

7. Does the workshop cover NLP basics like tokenization and embeddings?

Yes, but the flavour would be accessible and non-technical. Participants will learn what tokens are, how text is broken down for processing, and how embeddings represent the meaning of words numerically in a vector space. These concepts are critical for understanding how LLMs interpret language and make predictions. Through visual explanations and hands-on demos, learners will see how models “understand” context, similarity, and meaning—providing a solid conceptual foundation for anyone looking to go deeper into GenAI later.

8. Why is the Generative AI Foundation Workshop a good starting point for AI literacy?

This workshop is designed to bridge the gap between technical jargon and everyday relevance. It provides a balanced mix of conceptual learning, tool exposure, and real-world context, making it the perfect on-ramp to AI literacy. For organizations and individuals alike, it fosters an informed mindset toward AI adoption—enabling better conversations, decision-making, and experimentation with AI tools. Whether you’re curious about using AI personally or driving digital transformation, this foundation sets the tone for deeper engagement with confidence.

9. How does this workshop help in building foundational AI skills across teams?

By providing a shared learning environment with accessible language and hands-on demos, the workshop enables cross-functional teams—technical and non-technical alike—to understand and discuss AI meaningfully. It breaks down barriers to AI adoption by demystifying core concepts and encouraging experimentation. The collaborative setting enhances communication around AI tools and ensures teams are aligned in their understanding of how to apply GenAI effectively in workflows, innovation initiatives, and digital strategies.