With ODSC Europe in our rearview mirror, we are turning our full attention to ODSC West coming to San Francisco (in-person) or your computer (virtual) November 1st-3rd. Today we are excited to announce that we will have 9+ tracks comprising hands-on training sessions, excerpt-led workshops, and talks from data science innovators and practitioners. Check the ODSC West tracks out below.
Machine Learning and Deep Learning
This track gathers together the creators and top practitioners in the rapidly expanding fields of deep learning and machine learning to discuss the latest advances, trends, and models in these fields. A wide range of topics will be discussed, such as TensorFlow, neural networks, PyTorch, autonomous machines, recommendation systems, reinforcement learning, and much more.
During the NLP track, you’ll learn firsthand from core practitioners and contributors about the latest trends in data science languages and tools, such as pre-trained models. Connect with some of the most innovative people and ideas in the world of data science, while learning first-hand from core practitioners and contributors. Learn about the latest advancements and trends in NLP, including pre-trained models, with use-cases focusing on deep learning, speech-to-text, and semantic search.
Stay abreast of the latest developments in data science and AI with this track. World-class academics, researchers, and professionals will summarize and prioritize the latest research enabling you to easily learn about the most important recent developments.
Machine Learning Safety and Security
Learn how to protect your organization’s models and data through this timely track. Some of the topics that you might encounter during the included training sessions, workshops, and talks are adversarial attacks, backdoor model vulnerabilities, real-world deployment tail risks, risk monitoring, and boosting model defenses.
In this truly immersive experience, you will access an expanse of industry-focused data science topics on a scale not offered elsewhere. You will also get invaluable insights by networking and connecting with hundreds of data science attendees, world-renowned instructors, industry experts, and dozens of top companies seeking the next wave of talent. The Mini-Bootcamp also starts a day early with virtual-only sessions.
Big Data Analytics
This track will focus on helping you build skills in Text Mining, Data Storytelling, Data Mining, and Predictive Analytics through use cases highlighting the latest techniques and processes to collect, clean, and analyze growing volumes of structured data.
Data Engineering and MLOps
As data science is integrated into more aspects of an organization, the challenges of deploying and monitoring models in production, managing data science teams and workflows, and measuring ROI arise. This focus area will utilize use-cases, best practices, and anecdotes to show how to effectively incorporate data science practice into your organization.
This track brings together top data ethicists to provide a practical, ethical framework for technologists to develop machine learning systems. Using case studies and existing frameworks, you’ll develop the tools you need to build your own ethical approach for deploying machine learning in the real world. You will learn how to responsibly design human-in-the-loop review processes, monitor bias, build trust transparency, and develop explainable machine learning systems to ensure data and model security.
Register for ODSC West 2022 here
To build the job-ready skills you need to succeed in these ODSC West tracks be sure to join us at ODSC West 2022 this fall. Plus you’ll save 70% on your ODSC West in-person or virtual pass when you register for the conference today.