Monthly Meetup - January 2024 - AWS User Group Bangalore

ByAWS User Group Bengaluru in collaboration with Hewlett Packard Enterprise Bangalore to host January Meetup.

Agenda
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**Session 1 details:**Architecting End-to-end MLOps for Computer Vision using AWS Sagemaker

Description: Deploying a machine learning (ML) model in a production environment requires a robust end-to-end MLOps pipeline. This is especially challenging for deep learning-based computer vision applications. MLOps pipelines automate the entire ML lifecycle, from data labelling to model training and deployment. However, implementing an MLOps pipeline for computer vision introduces additional complexities, increasing the operational overhead. Amazon Sagemaker, a purpose-built service, simplifies this process. In this presentation, we guide you through building an integrated end-to-end MLOps pipeline for a computer vision use case using Sagemaker.

Speakers: Bismillah Kani - Staff Data Scientist at Waygate Technologies, Baker Hughes

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Session details: Welcoming from Hewlett Packard Enterprise
Speakers: Anand Chettri, Practice Leader - Cloud and Platform Engineering
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Session 2 details: Leveraging AI and vector stores for enhanced search solutions

Description: The landscape of artificial intelligence is rapidly evolving, with generative AI and Large Language Models (LLMs) playing a pivotal role in various sectors, including fashion, entertainment, cheminformatics, and bioinformatics. This session will explore the practical applications of these technologies in creating advanced search solutions. We will focus on how to develop a product catalog similarity search tool by integrating advanced machine learning techniques and vector databases within PostgreSQL. Participants will learn how to effectively utilize these tools to design search functionalities that not only elevate user experience but also drive superior results in diverse industries, specifically on the AWS platform.

Speaker: Suman Demnath - Principal Developer advocate - Amazon Web Services

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Session 3 details: EKS Everywhere

Description: Dive into the realm of streamlined on-premises Kubernetes management with the topic "EKS Everywhere." Uncover the simplicity of managing Kubernetes clusters on your infrastructure with default component configurations and automated cluster management tools. Amazon EKS Anywhere takes center stage, allowing you to create and operate Kubernetes clusters on your terms. Building upon the robust foundation of Amazon EKS Distro, it delivers open-source software that's consistently updated and patched, ensuring a more reliable on-premises Kubernetes environment than ever before. Join us to demystify the process:

Speakers:
Vivek Dasondhi & Suresh Dasari
Hewlett Packard Enterprise Team
Cloud Automation Engineers

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Date: January 27th 2024 - Saturday

Time: 9.30 am onwards

Venue details:
Hewlett Packard Enterprise GlobalSoft Pvt. Ltd.
Electronic City 2 Campus, SY # 39 (P), HP Avenue
Hosur Road, Electronic City Phase - I
Bangalore - 560 100

Mandatory Guideliness.

1. Attendees need to bring Government ID proof for verification.Bb