DevOps: Building the Perfect Dataset (March 15th)
Wednesday, March 15th, 2023: 11:00AM to 12:00 PM EST
In this webinar, we will explore the best practices for building and labeling datasets, and discuss the key considerations that should be taken into account to ensure that your models perform to their full potential.
In today's data-driven world, having a robust and comprehensive dataset is critical for the success of machine learning models. But building the perfect dataset is not a simple task.
Join us and you'll learn:
- What's the difference between traditional modeling and data-centric AI, and why is it happening now?
- What's the worst mistake people can make with their datasets?
- What's the most powerful way to automatically label huge datasets?
- As a follow-up, can we fine-tune or augment that automatic labeling process with humans in the loop?
- Is it possible to build a massive dataset without web scraping?
- How do we store all that data? Is there any dream system that can do text, video, images, and more all equally well?
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