data-pipelines
37 talks
Why AI Agents Shouldn't Replace Your Fraud Models
PodcastFixing GPU Starvation in Large-Scale Distributed Training
PodcastReal-time Feature Generation at Lyft
ML Engineers Who Ignore LLMs Are Voluntarily Retiring Early
PodcastAI Data Engineers: Data Engineering After AI
PodcastStreaming Ecosystem Complexities and Cost Management
Building an ML Platform from scratch
Chronon: Airbnb's Open-Source Data Platform
Data Engineering: The Missing Piece of Your Data Science Puzzle
How Feature Stores Work
LLMs in Financial Services: Personalized Portfolio Recommendation Engines
Real-Time Event Processing for AI/ML with Numaflow
The Daft distributed Python data engine: multimodal data curation at any scale
The Future of Software Architecture for GenAI: Real-Time Data Streaming
Data Quality = Quality AI
Innovative Gen AI Applications: Beyond Text
Introducing DBRX: The Future of Language Models
Building a Python-Centric Feature Platform to Power Production AI Applications
PodcastInformation Retrieval & Relevance
PodcastAds Ranking Evolution at Pinterest
PodcastLightweight Feature Platform
PodcastThe Future of Feature Stores and Platforms
MeetupDataframes Are All You Need: MLOps on Easy Mode
PodcastMultilingual Programming and a Project Structure to Enable It
Podcast"Real-Time" ML: Features and Inference
MeetupSo Fresh and So Data Clean
MeetupThe Post Modern Stack
PodcastReal-Time Processing with Apache Flink, Kafka, and Pinot
MeetupBuilding a Modern Data Analytics Stack
MeetupBuilding 12-Factor Data Apps with Kedro
PodcastMachine Learning at Reasonable Scale
How Pinterest Powers Image Similarity
PodcastScaling AI in Production
MeetupUN Global Platform
PodcastData Engineering + ML + Software Engineering
MeetupStreaming Machine Learning with Apache Kafka and Tiered Storage
MeetupCreating Beautiful Ambient Music with Google Brain's Music Transformer