Event Details#
Date: December 3, 2024
Time: 20:00-20:30 UTC
Track: AI/ML
Event Link: PyData Global 2024 Tutorial Session
What You'll Learn#
In this hands-on tutorial, we'll explore how Pixeltable's declarative approach transforms multimodal AI development through:
- Efficient management of diverse data types (text, images, video)
- Data versioning and indexing capabilities
- Orchestration using computed columns and iterators
- Integration with popular ML libraries
Session Highlights#
- Practical demonstrations of data ingestion and preprocessing
- Hands-on experience with computed columns for transformations
- Real-world examples of video frame extraction and image processing
- Implementation of vector indexing and similarity search
- Custom UDF development and integration
Prerequisites#
Participants should have:
- Basic Python programming knowledge
- Fundamental understanding of ML concepts
View the presentation slides: Tutorial Presentation
