feature-engineering
75 talks
Why AI Agents Shouldn't Replace Your Fraud Models
OpenXData Conference
PodcastReal-time features, AI search, Agentic similarities
PodcastThe Semantic Layer and AI Agents
PodcastGraph Neural Networks Just Solved Enterprise AI?
PodcastContext Engineering 2.0
Traditional vs LLM Recommender Systems: Are They Worth It?
Prepare Your Data for AI Now, or You're Screwed Later
PodcastReal-time Feature Generation at Lyft
Hard Learned Lessons from Over a Decade in AI
Scaling your data and AI from 0-100 with open source
Building an ML Platform from scratch
Building a Data Infrastructure for AI/ML
Building Hyper-Personalized LLM Applications with Rich Contextual Data
Chronon: Airbnb's Open-Source Data Platform
Data Engineering: The Missing Piece of Your Data Science Puzzle
How Feature Stores Work
Putting the AI back in Medallion Lake Design
The Evolution of Lyft's Feature Store
PodcastUnpacking 3 Types of Feature Stores
PodcastGlobal Feature Store: Optimizing Locally and Scaling Globally at Delivery Hero
PodcastBigQuery Feature Store
PodcastAccelerating Multimodal AI
PodcastRecSys at Spotify
AI Innovations: The Power of Feature Platforms
Building a Python-Centric Feature Platform to Power Production AI Applications
PodcastLightweight Feature Platform
Product Strategy for LLM Features When LLMs Aren't Your Product
PodcastThe Future of Feature Stores and Platforms
PodcastTecton Round-table // Get your ML Application Into Production
LLM-based Feature Extraction for Operational Optimization
Using Vector Databases: Practical Advice for Production
PodcastMLOps Build or Buy, Startup vs. Enterprise?
MeetupTecton 0.6: Notebook-driven Development
Podcast"Real-Time" ML: Features and Inference
PodcastReal-time Machine Learning
PodcastWhat is Data / ML Like on League?
PodcastLet's Continue Bundling into the Database
PodcastRecommender System: Why They Update Models 100 Times a Day
PodcastFeathr: LinkedIn's High-performance Feature Store
PodcastMLOps at DoorDash
PodcastScaling Machine Learning with Data Mesh
PodcastTurning Redis into a Composable, ML Data Platform
MeetupSo Fresh and So Data Clean
PodcastMLOps + BI?
MeetupBuilding a Movie Recommendation System on Tecton with Snowflake
MeetupOn Juggling, Dr. Seuss and Feature Stores for Real-time AI/ML
Scaling Real-time Machine Learning at Chime
MeetupModern Data Science with Vaex
MeetupBuilding a Modern Data Analytics Stack
Reading groupMachine Learning Engineering in Action
PodcastLessons from Studying FAANG ML Systems
Reading groupFeature Stores at Shopify and Skyscanner
MeetupTrustworthy Data for Machine Learning
PodcastPlatform Thinking: A Lemonade Case Study
PodcastCalibration for ML at Etsy
PodcastML Stepping Stones: Challenges & Opportunities for Companies
PodcastLinkedIn Job Recommendations
MeetupFeast Feature Store Deep Dive
MeetupDoing MLOps
PodcastThe Future of ML and Data Platforms
MeetupWhat MLOps Has Taught Me
MeetupBuilding ML Blocks with Kubeflow Orchestration with Feature Store
MeetupFrom Idea to Production ML
PodcastMachine Learning at Atlassian
Meetup2 tools = 90% operational ML
MeetupMachine Learning Design Patterns for MLOps
PodcastMachine Learning Feature Store Panel Discussion
MeetupReal-time Feature Pipelines, A Personal History
PodcastA Conversation Around Feature Stores
MeetupContinuous Evaluation & Model Experimentation
MeetupFeature Stores: An Essential Part of the ML Stack to Build Great Data
MeetupRunning a Fintech on Machine Learning
MeetupMid-Scale Production Feature Engineering
MeetupBuilding an ML Platform at SurveyMonkey