[Open Source] Hamilton, a micro framework for creating dataframes, and its application at Stitch Fix
Stefan Krawczyk, Manager Data Platform, Stitch Fix
The ML data engineering conference presented by 
apply() Session + Video Archive
The Data Engineering Lifecycle
Joe Reis, CEO & Co-Founder, Ternary Data
New Abstractions Enabling Operational ML
Mike Del Balso, CEO & Co-founder, Tecton
Streaming Architecture with Kafka, Materialize, dbt, and Tecton
Emily Hawkins, Data Infrastructure Lead, Drizly
Quickly performing Exploratory Data Analysis with Rule-based Profiling
James Campbell, CTO, Superconductive
The Only Truly Hard Problem in MLOps
Todd Underwood, Director, Google
Towards a Unified Real-Time ML Data Pipeline, from Training to Serving
Aakash Sabharwal, Senior Engineering Manager, Etsy
Sheila Hu, Senior Machine Learning Engineer, Etsy
Building a Best-in-Class Customer Experience Platform – The Hux Journey – Deloitte Digital
Diego Oppenheimer, CEO, Algorithmia
Paul Phillips, CTO, Hux CX Platform, Deloitte Digital
Julian Berman, VP of Engineering, Hux CX Platform, Deloitte Digital
ML Design Patterns for Data Engineers
Valliappa Lakshmanan, Director, Google
Real-time Personalization of QuickBooks using Clickstream Data
Ian Sebanja, Product Manager, Intuit
Simarpal Khaira, Senior Product Manager, Intuit
Best Practices for Productionalizing Data & ML Projects
Michelle Ufford, CEO and Co-Founder, Noteable
Matthew Seal, Co-Founder and CTO, Noteable
Reusability in Machine Learning
Nayur Khan, Associate Partner - Global Head of Technical Delivery, McKinsey
Exploiting the Data Code: Duality Applying Modern Software Development Practices to Data with Dali
Carl Steinbach, Senior Staff Software Engineer, LinkedIn
Tying the Room Together: Apache Arrow and the Next Generation of Data Analytics Systems
Wes McKinney, CEO & Founder, Ursa Computing
Machine Learning is Going Real-Time
Chip Huyen, Co-Founder & CEO, Claypot AI
Scaling Online ML Predictions to Meet DoorDash Logistics Engine and Marketplace Growth
Hien Luu, Sr. Engineering Manager, DoorDash
Arbaz Khan, Machine Learning Platform Engineer, DoorDash
Supercharging our Data Scientists’ Productivity at Netflix
Jan Forjanczyk, Senior Data Scientist, Netflix
Ravi Kiran Chirravuri, Software Engineer, Netflix
Hamilton: a Micro Framework for Creating Dataframes
Stefan Krawczyk, Manager Data Platform, Stitch Fix
Redis as an Online Feature Store
Taimur Rashid, Chief Business Development Officer, Redis Labs
Apache Kafka, Tiered Storage and TensorFlow for Streaming Machine Learning Without a Data Lake
Kai Waehner, Field CTO, Confluent