Tea/Coffee & Network.
Decorators and Generators are very powerful and super handy constructs in Python when it comes to write re-usable code and controlled flow. Most of the Python developers know or would have heard of these constructs but only a few know how they are used.
In this workshop Shivam will take us through the lifecycle of AWS serverless development and talk about the common pitfall and best practices. He will do an end-to-end demo of how to develop a modern serverless application using AWS serverless stack and IAC (terraform)
Learn to deploy a text-to-image machine learning model (Stable Diffusion) supporting 500+ concurrent users. Deploying large AI models is not trivial; we will explore overcoming infrastructure challenges, building autoscaling and dynamic batching, maximizing your GPU, and serving ML models at scale.
Python Workshop for kids using Microbits.
Network with fellow Attendees & meet Sponsors.
This workshop will cover how Python can be used for Data Analysis using packages like numpy and pandas. At the end of the session, attendees will be able to apply/perform techniques like data transformations, understanding the data, dealing with data exceptions like missing values, outliers, etc..
MLOps is a fast-emerging field and with the advent of tech like Stable Diffusion, understanding how a model goes from a notebook to a deployed service is very rewarding. Learn about the various steps that comprise an ML pipeline and the top tools you can use to train and deploy your own service!
Pytest is a mature full-featured Python testing tool that helps you write better programs, enables you to create marks, or custom labels, for any test you like. In this workshop - Revant, Naveen, Sarath will explain you to code along from the basics to implement pytest in django code so that you could run the tests in your CI- CD pipelines