🔶 TRACK 1: GENERATIVE AI TRACK
Generative AI is revolutionizing data science and AI. Tools like ChatGPT and DALL-E are captivating both experts and the general public. At the ODSC Generative AI conference track, you’ll gain the skills to join this movement and implement generative AI in your work.
WHO ATTENDS
If you are a Machine Learning Engineer, Data Scientist, Researcher, Software Developer, or Product Manager & Business Analyst, don’t miss out on our generative AI track. There, you’ll build a strong foundation in core principles underpinning generative AI models and dive deep into the tools and libraries used in this field.
🔷 TRACK 2: AI AGENTS
At the ODSC AI Agents track attendees will gain comprehensive insights into the latest advancements in Agentic AI techniques. They will learn about the architecture and deployment of AI agents, explore real-world applications, and understand how these agents can drive efficiency and innovation in various sectors. Sessions will cover practical implementation strategies, best practices for integrating AI agents into existing systems, and emerging trends in the field. Participants will leave equipped with the knowledge and tools to leverage AI agents to solve complex problems.
WHO ATTENDS
This track is designed for Data Scientists, ML Engineers, Software Developers and Architects, and Product Managers. You’ll dive deep into one of the industry’s hottest topics with renowned experts and thought leaders and develop in-depth knowledge of AI Agent architectures and workflows
🔶 TRACK 3: LARGE LANUAGE MODELS & RAG
Presented by the leading experts in AI, this is one of ODSC’s most popular tracks, this track will cover the latest topics, tools, and advancements in Large language Models (LLMs), Small Language Models (SLMs), and Retrieval-Augmented Generation (RAG) This track delves into the transformative power of using LLMs and also combining LLMs or SML with real-time data retrieval, enhancing the accuracy and relevance of AI-generated responses. Engage in our hands-on workshops demonstrating the latest LLMs, SML, and RAG techniques and their applications, from chatbots to research tools.
WHO ATTENDS
The LLMs and RAG track is perfect for Machine Learning Engineers, Natural Language Processing (NLP) Specialists, Data Scientists, AI Researchers, and Software Developers. Through hands-on, expert-led sessions you’ll build practical skills for utilizing LLM, SLM, and RAG techniques in the real-world and explore GPT-4, LaMDA libraries, and model efficiency techniques.
🔷 TRACK 4:WHAT'S NEXT IN AI?
The “What’s Next in AI” track at ODSC is designed to gather word call researchers and experts to give you a glimpse into the future of AI and data science. This track will explore the latest breakthroughs, emerging trends, and pioneering research that are set to shape the AI landscape in the coming years. Attendees will hear from visionary leaders, cutting-edge researchers, and industry trailblazers who are pushing the boundaries of what’s possible with AI
WHO ATTENDS
This track is for you, whether you’re a seasoned AI professional, a software developer, a data scientist, an academic researcher, a tech enthusiast, or a business leader looking to harness AI.
🔶 TRACK 5: MACHINE LEARNING
The ODSC Machine Learning track is tailored for ML engineers, data scientists, and technical practitioners, empowering you with the advanced knowledge and practical tools to broaden your ML skills. Explore the latest algorithms, refine your model optimization techniques, and learn how to build, deploy, and scale robust machine-learning solutions.
WHO ATTENDS
Machine Learning Engineers, Data Scientists, and Technical Practitioners will find the opportunity to get hands-on experience with building, deploying, and scaling ML solutions with sessions in this track. You’ll also explore emerging trends like AutoML, Real-time ML, and Edge ML, and responsible AI best practices.
🔷 TRACK 6: AI ENGINEERING
Learn AI engineering from some of the world’s leading experts and top companies pioneering the AI engineering landscape. Acquire essential skills and learn the tools and frameworks to build and orchestrate AI workflows, optimizing them for enhanced efficiency, robust scalability, and effective deployment. See first-hand how AI is transforming software development.
WHO ATTENDS
The AI Engineering track is designed for software engineers, programmers, software developers, and architects who are eager to dive deep into the world of AI. Whether you are involved in designing and developing AI systems, managing AI-driven projects, or integrating AI into existing applications, this track will provide the knowledge and hands-on experience needed to excel in the rapidly evolving field of AI engineering.
🔶 TRACK 7: DEEP LEARNING AND MULTI-MODAL MODELS
The ODSC Deep Learning track offers an unparalleled deep dive into the world of neural networks and advanced AI models. Tailored for data scientists, machine learning engineers, researchers, and AI enthusiasts, this track covers everything from foundational concepts to cutting-edge techniques in deep learning. Attendees will gain hands-on experience with popular frameworks, learn best practices for building and optimizing deep learning models, and explore real-world applications across various industries. With sessions led by leading experts and opportunities for networking with peers.
WHO ATTENDS
If you are a Data Scientist, Machine Learning Engineers, Researcher, or AI Enthusiast, this track will give you the opportunity to get hands-on with frameworks and translate theory into practice and explore real world applications.
🔷 TRACK 8: AI FOR BIOTECH, PHARMA & LIFE SCIENCES
Delve into the cutting-edge intersection of artificial intelligence and life sciences. Explore groundbreaking advancements in drug discovery, precision medicine, and healthcare delivery. Learn from industry leaders and renowned researchers as they unveil the potential of AI to revolutionize the future of healthcare.
WHO ATTENDS
This track is designed for bioinformaticians, computational biologists, data scientists, machine learning engineers, and healthcare professionals who are passionate about leveraging AI to address critical challenges in biotech, pharma, and life sciences.
🔶 TRACK 9: MLOps & LLMOps
MLOps & LLMOps are transforming the way machine learning models are developed, deployed, and managed. Learn how to streamline your ML workflows, automate processes, and ensure the reliability and scalability of your models. Discover the latest tools and techniques for managing the unique challenges of large language models (LLMs), from fine-tuning to deployment. Explore real-world use cases and best practices from leading experts, and gain insights into the future of this rapidly evolving field.
WHO ATTENDS
The sessions in this track will be particularly valuable for data scientists, machine learning engineers, MLOps engineers, researchers, and developers. Offering a deep dive into the practical aspects of deploying and managing both traditional ML models and LLMs, you’ll learn about model deployment infrastructure, lifecycle management on the cloud, and monitoring techniques and gain insights into operationalizing local LLMs responsibly within the MLOps framework.
🔷 TRACK 10: RESPONSIBLE AI
With increasing AI availability, data science is driving significant social impact. Learn from the successes and failures of organizations applying data science to address global challenges like climate change, agriculture, and disaster management. Discover unique practices in the social sector and explore the workflows and models being utilized.
WHO ATTENDS
If you are a data scientist, machine learning engineer, AI researcher or ethicist, or a data analyst, you’ll want to attend the sessions in this track. You’ll learn best practices for responsible AI development and explore the effects and unintended consequences of AI on societal structures.
🔶 TRACK 11: DATA VISUALIZATION & ANALYSIS
The Data Visualization track at ODSC East brings together the world’s most creative minds that are changing the way we visualize, understand, and interact with data. Join a community of designers, data scientists, and developers to learn the art of storytelling, information communication, and data visualization using the latest open source tools and techniques. We offer multiple talks, workshops, and interactive presentations to help you understand and create beautiful, insightful, and actionable data graphics and visuals.
WHO ATTENDS
This track is designed with data scientists, data analysts, data visualizers/information designers, and developers in mind. Its hands-on workshops and tutorials will teach you the fundamentals of UX design, best practices for communicating insights, and how to build interactive applications.
🔷 TRACK 12: DATA ENGINEERING
The Data Engineering track at ODSC East is designed to equip you with the knowledge and skills necessary to transform raw data into actionable insights. You’ll learn about the latest tools and techniques for designing, building, and maintaining the infrastructure and pipelines from world-class experts and practitioners, and explore best practices through real-world use cases.
WHO ATTENDS
This track is designed for data scientists, data engineers, and data analysts. Through hands-on sessions and expert-led talks, attendees will learn how to more effectively prepare and clean data and build pipelines.
