Everyone is talking about Generative AI and LLMs. We mean everyone, from your granddad to your dentist. To learn more about the technology that is currently taking over your conversations and newsfeeds, check out these upcoming ODSC East sessions.
NLP with GPT-4 and other LLMs: From Training to Deployment with Hugging Face and PyTorch Lightning
Dr. Jon Krohn｜Chief Data Scientist｜Nebula.io
Join this session for an overview of LLMs, from the basics of what they are capable of to how to get value from them. This session comprises 4 modules:
- Module 1: Introduction to Large Language Models
- Module 2: The Breadth of LLM Capabilities
- Module 3: Training and Deploying LLMs
- Module 4: Getting Commercial Value from LLMs
Truth Checker: Generative Large Language Models and Hallucinations
Chandra Khatri｜Chief Scientist, Head of AI and Co-Founder｜Got It AI
This talk will explore the serious issue of hallucinations in generative LLMs like GPT4 and ChatGPT. You’ll learn about how Truth Checker models can identify hallucination problems and deliver great experiences even without humans in the loop.
Graph Viz: Exploring, Analyzing, and Visualizing Graphs and Networks with Gephi and ChatGPT
Tamilla Triantoro, PhD｜Associate Professor of Computer Information Systems｜Quinnipiac University
Graph visualization is a powerful tool for helping stakeholders understand relationships and patterns in a network and providing insight into the structure of data. This workshop will teach you how to create engaging visualizations with an emphasis on layout algorithms and interpreting and communicating the graph data.
Deepfakes: How’re They Made, Detected, and How They Impact Society
Noah Giansiracusa, PhD｜Associate Professor of Mathematics and Data Science｜Bentley University
This session will explore both the social context of deepfakes, as well as the technical side of how they’re made and how to detect them to create a multifaceted story.
MLOps in the Era of Generative AI
Yaron Haviv｜Co-Founder & CTO｜Iguazio
This talk will cover some of the operational challenges that are brought up by ChatGPT and Generative AI in general. Challenges include massive amounts of data, complex pipelines, extensive testing, and more. You’ll also explore the MLOps orchestration best practices and new technologies that will help address some of these challenges.
Don’t miss your chance to learn more about the transformative power of Generative AI. Register now for ODSC East to attend these sessions and others before passes are sold out.
Leonardo De Marchi｜VP of Labs｜Thomson Reuters
This workshop will explore how AI can be used for creative outputs, as well as to inspire technical audiences to be creative in the ways they use their skills. This hands-on session will include exercises that allow attendees to work with AI models.
Knowledge Graphs and ChatGPT: Talking to Data
Sean Martin｜CTO｜Cambridge Semantics
Join this talk to learn how Knowledge Graphs can be used as a source of queryable knowledge for LLM technologies. Through real-world use cases, you’ll explore the ways Knowledge Graphs can enable a more intelligent, knowledge-aware conversational AI.
Infuse Generative AI in your apps using Azure OpenAI Service
Eve Psalti｜Principal Group Program Manager｜Microsoft
Join this talk to learn how Azure OpenAI Service businesses can help you apply cutting-edge AI models (Dall-E 3, GPT-3.5, Codex, and ChatGPT) to applications like creating personalized marketing text, summarizing long-form reports, and conversational AI.
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
Jeff Clune, PhD | Associate Professor, Computer Science | University of British Columbia
This talk will explore how you can use Video PreTraining to extend the GPT paradigm. It will cover recent research using a massive unlabeled video dataset of Minecraft play, which is illustrative of how we can use this paradigm to help automate much of the work humans do on computers.
Unlocking the Power of Large Language Models: Why Owning Your Own Model is Critical—and Within Reach
Hagay Lupesko | VP Engineering | MosaicML
Jay Jackson | VP AI/ML | Oracle
Join this session to explore why training, deploying, and owning your own LLM is essential for an organization. You will learn strategies for training and deploying your own models, while protecting your data and your business IP.
When Robots Beat Humans: How ChatGPT is Changing the Financial Industry
This talk will explore how ChatGPT has affected the recruiting industry and the questions that it brings up for organizations. Some of the questions that will be addressed are whether or not companies should embrace ChatGPT, how organizations should respond given the technology has already permeated society, and others.
Ready to learn more about generative AI and large language models? Be sure to register ASAP for ODSC East while tickets are still 20% off.