Overview:
Get ready for a hands-on learning experience like no other! Our Generative AI workshop is meticulously crafted to cater to diverse audiences, from seasoned tech experts to curious newcomers. Whether you're looking to enhance your skill set or stay at the forefront of innovation, this workshop is your golden ticket. Over a span of five days, our AI experts will guide you through the essentials of leveraging large language models (LLMs) for enterprise applications, providing practical knowledge aligned with your Azure-based AI strategies.
Target Audience:
- Business Executives with a Tech Edge: Seeking to harness the power of Generative AI to drive business innovation and efficiency.
- Tech Teams/Enthusiasts: Looking to expand their skill set and stay updated with the latest advancements in AI technology.
Workshop Focus Areas:
The objective of this workshop is to supercharge your generative AI strategy with LLM know-how. To that end, this workshop focuses on four primary areas, including use case identification, LLM selection, model finetuning, and implementation best practices.
- Identifying Use Cases: Our experts understand your needs and help you identify potential use cases for generative AI. By identifying the right use cases, you will know where to start with your AI strategy.
- Selecting the Right LLMs: There are several large language models available with varying capabilities for different use cases. Our experts will help you choose the right LLMs for your specific use cases.
- Finetuning Models: To build tailored generative AI applications, our experts will help you finetune the foundation models. Finetuned models will work on your data and reason in your enterprise context.
- Best Practices: Our experts will help you understand the best practices and build effective, responsible generative AI applications tailored to your needs.
Workshop Agenda: What We'll Cover in 2 Days
- Module 0: Introduction to LLMs: Lay the foundation by grasping the fundamentals of Language Models.
- Module 2: Training Best Practices: Gain insights into training techniques that maximize AI model efficiency.
- Module 3: Finetuning Strategies and RAG: Master the art of refining models for specific tasks and domains.
- Module 4: Lang Chain, Vector DBs: Explore the power of orchestration frameworks and vector stores.
- Module 5: LLM Ops Operational Tooling: Learn how to seamlessly integrate LLMs into your operational workflows.
- Module 6: Hands-on Labs: Put theory into practice with engaging and dynamic workshops.
- Module 7: Saxon AI Harmonize : Best practices/design patterns/primary considerations for deploying enterprise-ready GenAI solution, walkthrough of framework
By the end of the workshop, you'll be equipped with:
- Enhanced knowledge of Language Models such as GPT and their nuances.
- Expertise in training and fine-tuning techniques for optimal performance.
- Proficiency in using Lang Chain and Vector DBs for efficient orchestration.
- Insights into operational tooling with LLM Ops for streamlined deployment.
- Practical experience through immersive Hands-on labs.
Conclusion:
Unlock the true potential of Generative AI and transform your business strategy. Dive deep into the world of large language models with our interactive, exclusive workshop, and give your AI strategy the boost it needs to drive innovation and success. Join us and take the first step towards mastering Generative AI.
Reach out today at info@Saxon.ai to kickstart your journey & discuss your requirements and guide you through the next steps.