5 Can’t-Miss Machine & Deep Learning Talks Coming to ODSC APAC

At ODSC APAC 2022 this September, you’ll have the chance to learn about recent developments and advancements in data science and AI from leading experts, practitioners, and academics. What’s more, is that many of these sessions will be available to you for free with the Talks Pass. Check out a few of them below.

Using Augmented Reality, Machine Vision & Deep Learning for Solving Supply Chain Problems: Deepak Nagaraje Gowda | Senior Principal Data Scientist | Dell Technologies

In this session, you will learn how combining deep learning and machine vision with the human in the loop through augmented reality can solve a wide variety of supply chain problems. In particular, you will discuss how this will affect manufacturing, inventory management, warehousing, and quality control.

Key Performance Indicators, Visualisation Techniques, and Interpretability for ETA (Estimated Time of Arrival) Prediction Models: Urvesh Devani | Head of Data Science | Portcast.io and Ghassen Chniti | Senior Data Scientist | Portcast.io

To maintain trust in the ETA model and the system, it’s important that it be interpretable and able to satisfactorily give reasons for why a prediction might have changed midway. This talk will take you through why interpretable models are important as well as different KPIs.

Image Generation with GANs: Raghav Bali | Senior Data Scientist | UnitedHealth Group  

Learn how GANs create powerful models, examine use-cases, and explore the evolution of GANs architecture with Raghav Bali. This session will give you hands-on practice using GANs to generate images.

The Big Wave of AI at Scale: Luis Vargas, PhD | Partner Technical Advisor | Microsoft

Learn about engineering efforts and research that are supporting and driving the adoption of larger and larger AI models capable of a diversity of tasks in the fields of vision and language, among others.

Data-efficient Active Testing of Machine Learning Models: Dr. Huong Ha | Lecturer at the Artificial Intelligence Discipline, School of Computing Technologies | RMIT University

This session will cover the challenges faced in maintaining the correctness of machine learning models that have been deployed. You’ll also learn how to use a small amount of labeled test data to test these machine learning models. 

Register for ODSC APAC 2022

You can check out all of our confirmed speakers and their sessions here. And if you are looking for hands-on workshops and tutorials on essential data science topics, tools, and frameworks, our All Access Pass is currently available for 60% off.