AI Bootcamp in India

Basics of Generative IT for IT Specialists

What we will talk about:

Everybody talks about AI and GPT. But what does it really mean for IT specialists? In the masterclass we will dive into the essentials of Generative AI, Large Language Models (LLMs), and Prompt Engineering. We will explore Retrieval-Augmented Generation (RAG) and gain hands-on experience with a basic RAG example.

Generative AI for different IT Roles

What we will talk about:

This seminar is about how AI copilots are revolutionizing coding by automating and optimizing tasks for developers. It explores how business analysts can leverage generative AI tools to efficiently digest complex texts, extracting valuable insights and simplifying data analysis. Additionally, the seminar demonstrates how ChatGPT can transform bullet points into coherent, human-like narratives, streamlining communication and enhancing documentation.

Building a RAG Application: From Cool Demo to Production-Ready Solution

What we will talk about:

It's easy to build a cool demo with a naive RAG approach; however, making it production-ready is challenging due to potential issues like hallucinations and inaccuracies. We'll discuss the importance of evaluation metrics, frameworks like RAGAS, and advanced RAG techniques. Learn how to iterate and experiment with various strategies to refine your RAG pipeline for production deployment.