5th Ann. MLOps World and Generative AI World Conference

A global committee directed event. Workshops and use-cases to help you put models into production, effectively, responsibly & efficiently.

Date and time

Thu, Nov 7, 2024 9:00 AM - Fri, Nov 8, 2024 4:00 PM CST

Location

Renaissance Austin Hotel

9721 Arboretum Boulevard Austin, TX 78759

Refund Policy

Refunds up to 30 days before event

Agenda

Nov 6th
Nov 7th
Nov 8th

10:30 AM - 11:00 AM

Everything You Need to Know about Fine-Tuning

Maxime Labonne, Senior Staff Machine Learning Scientist

Fine-tuning LLMs is a fundamental technique for companies to customize models for their specific needs. In this talk, we will introduce fine-tuning and best practices associated with it. We'll explo...

2:00 PM - 2:30 PM

HybridRAG: Merging Knowledge Graphs with Vector Retrieval for Efficient Inform

Bhaskarjit Sarmah, Vice President, BlackRock

In this session we will introduce HybridRAG, a novel approach that combines Knowledge Graphs (KGs) and Vector Retrieval Augmented Generation (VectorRAG) to improve information extraction from financ...

2:00 PM - 2:30 PM

Revolutionizing The Skies: MLOps Case Study of LATAM Airlines

Michael Haacke Concha, MLOps Lead, LATAM Airlines

Diego Castillo Warnken

This talk explores how LATAM Airlines leveraged MLOps to revolutionize their operations and achieve financial gain in the hundred of millions of dollars. By integrating machine learning models into t...

3:00 PM - 3:30 PM

LeRobot: Democratizing Robotics

Alexander Soare, ML for Robotics, Hugging Face

Learn about how LeRobot aims to lower the barrier of entry to robotics, and how you can get started!

3:00 PM - 3:30 PM

From ML Repository to ML Production Pipeline

Jakub Witkowski, Roche Informatics - IT Expert, Roche

In the pRED MLOps team, we collaborate closely with research scientists to transition their machine learning models into a production environment seamlessly. Through our efforts, we have developed a ...

3:30 PM - 4:00 PM

Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effecti

Christopher Stephens, Field CTO and Head of Applied AI

Data annotation involves assigning relevant information to raw data to enhance machine learning (ML) model performance. While this process is crucial, it can be time-consuming and expensive. The emer...

3:30 PM - 4:00 PM

ML Deployment at Faire: Predicting the Future, Serving the Present

Harshit Agarwal, Senior Machine Learning Engineer, Fair

How Faire transitioned a traditional infrastructure into a modern, flexible model deployment and serving stack that supports a range of model types, while ensuring operational excellence and scalabil...

About this event

  • Event lasts 1 day 7 hours
  • Free venue parking


📌 A 2-FOR-1 ticket, meaning you're attending MLOps World and the Gen AI Summit!


Thank you for joining us here.


The goal for MLOps World/ Gen AI World is to help companies put more models into production environments, effectively, responsibly, and efficiently. Whether you're working towards a live production environment, or currently working in production, this is geared towards you on your journey.


We're here as a group of technical practitioners dedicated to openly sharing our case studies, lessons, and transformative solutions - no hype, no product the event centers around.

We're all working on the challenges of production deployement. Come join us.

- MLOps World Team

Each ticket includes;

  • Access to 30+ virtual workshops to help build and deploy (Kubernetes, etc.)
  • Access to 60+ in-person talks
  • Access 90+ hours of recordings
  • Access to app-brain dates and networking
  • Network and connect through our event app
  • Q+A with speakers
  • Channels to share your work with the community
  • Run your chat groups and virtual gatherings!

https://mlopsworld.com/ and https://generative-ai-summit.com/

Too few companies have effective AI leaders and an effective AI strategy.

Taken from the real-life experiences of our community, the Steering Committee has selected the top applications, achievements and knowledge areas to highlight across this dynamic event.

Speakers and topics to be announced


Talk Tracks include:

- Real World Case Studies

- Business & Strategy

- Technical & Research (levels 1-7)

- Workshops (levels 1-7)

- In-person coding sessions

Top Industries Served:

  • Technology & Service
  • Computer Software
  • Banking & Financial Services
  • Insurance
  • Hospital & Health Care
  • Automotive
  • Telecommunications
  • Environmental Services
  • Food & Beverages
  • Marketing & Advertising

We believe these events should be as accessible as possible and set our ticket passes accordingly

MLOps World is an international community group of practitioners trying to better understand the science of deploying ML models into live production environments, and everything both technical and non-technical that goes with it!

Created initially by the Toronto Machine Learning Society (TMLS) this initiative is intended to unite and support the wider AI Ecosystem, companies, practitioners, and academics and contributors to open-source communities operating within it.

With an explorative approach, our initiatives address the unique needs of our community of over 18,000+ ML researchers, professionals, entrepreneurs and engineers. Intended to empower its members and propel productionized ML. Our community gatherings and events attempt to re-imagining what it means to have a connected community; offering support, growth, inclusion for all participants.

And 60 + more speakers!

Tags

Organized by

MLOps World

www.mlopsworld.com

From US$339