Virtual Event Alert! - Generative AI and Server-less

Hello AWS UG Coimbatore,

We are back with the latest, trending and hot topic in the industry along with the most voted Serverless combo session. Please join us for the virtual session on 5th Aug 2023 at 10 am and kindly note below the session abstract:

Session # 1
Topic: Generative AI with Large Language Models
Speaker: Supriya Raman, Vice President - Data Science | JPMorgan Chase & Co

The session starts with brief on Encoder-Decoder, Attention model architecture. We will discuss in detail about Generative AI using LLM Models - model training, instruction tuning, fine-tuning, RLHF. Also, we discuss about Generative AI project life cycle and some of the Banking use cases in action.

• Generative AI & LLM
• LLM Use Cases and Tasks
• Text generation before transformer
• Transformer Architecture
• Transformer: Attention is All You Need
• Generative AI project lifecycle
• Base LLM Model and Fine Tuning
• Fine Tuning - PEFT, LoRA
• Reinforcement Learning using Human Feedback
• Banking use cases
  AI based search engine
  SQL Query Generation using Metadata

Session # 2
Topic: Stepping into AWS Step Functions
Speaker: Srushith R, Head of Engineering at KnofHub

In this immersive demo-driven session, we will dive into the power of orchestrating serverless workflows. We will explore key concepts of Step Functions and uncover how to choose between express and standard workflows based on specific use cases.

We will begin with an introduction to Amazon States Language (ASL), the declarative language that enables you to define your Step Functions. The talk will also cover the diverse features of Step Functions, such as wait states, retry mechanisms, error handling using catch, task tokens, and conditional branching with choice states.