data-engineering
114 talks
OpenXData Conference
PodcastReal-time features, AI search, Agentic similarities
PodcastThe Semantic Layer and AI Agents
Integration of AI into Traditional Systems
PodcastThe Missing Data Stack for Physical AI
PodcastHow AI is Transforming Business Data Forever
Office Hours on DuckDB, AWS Glue, and Iceberg
Hard Learned Lessons from Over a Decade in AI
PodcastI Am Once Again Asking "What is MLOps?"
Comparing ZenML, Metaflow, and all the other DAG tools
PodcastUnbearable Lightness of Data: The Weight of Information
Scaling your data and AI from 0-100 with open source
PodcastReal World AI Agent Stories
Exploring SQLmesh
AI-Powered Data Unification for Data Platforms
Building a Data Infrastructure for AI/ML
Data Contracts: The Missing Piece of the Data Puzzle
Data Quality Management Techniques - The Complete Guide
Data Scientists & Data Engineers: How the Best Teams Work
DuckDB is fast for analytics, but what can it do for AI?
Engineering Your AI Platform
How GPUs are Revolutionizing AI Data Management
How to Make Your Data Science Reproducible (and Why You Should Care)
Partnering with Product for Effective, Quality Data Ingestion & Training Data
Putting the AI back in Medallion Lake Design
Scaling Data Reliably: A Journey in Growing Through Data Pain Points
The Daft distributed Python data engine: multimodal data curation at any scale
The Future of Data: Composability & the Modular Data Stack
The Future of Software Architecture for GenAI: Real-Time Data Streaming
The Only Constant is (Data) Change
Unified Data + AI Governance with Unity Catalog
Why DuckDB is the Future of Data
PodcastCentralized or Decentralized ML Platform?
PodcastBigQuery Feature Store
Data Quality = Quality AI
PodcastAI Operations Without Fundamental Engineering Discipline
PodcastOpen Standards Make MLOps Easier and Silos Harder
PodcastThe Rise of Modern Data Management
PodcastData Engineering in the Federal Sector
PodcastManaging Data for Effective GenAI Application
PodcastMicro Graph Transformer Powering Small Language Models
PodcastHow Data Platforms Affect ML & AI
PodcastMLOps at the Crossroads
PodcastSmall Data, Big Impact: The Story Behind DuckDB
PodcastLLMs in Biomaterials Production
PodcastTranslating Business Goals into Product Decisions
Bringing Structure to Unstructured Data with an AI-First System Design
Foundation Models in the Modern Data Stack
PodcastEliminating Garbage In/Garbage Out for Analytics and ML
PodcastPython Power: How Daft Embeds Models and Revolutionizes Data Processing
MeetupDataframes Are All You Need: MLOps on Easy Mode
Challenges and Opportunities in Building Data Science Solutions with LLMs
PodcastAirflow Sucks for MLOps
MeetupLet's Talk About Raw Documents
MeetupThe Motivation for MLOps
MeetupDriving ML Data Quality with Data Contracts
MeetupMLOps in Practice: Common Challenges and Lessons Learned
PodcastReal-time Machine Learning
PodcastWhat is Data / ML Like on League?
PodcastMLOps for Ad Platforms
MeetupApplying DevOps Practices in Data and ML Engineering
PodcastML Unicorn Start-up Investor Tells-IT-All
PodcastScaling Similarity Learning at Digits
PodcastData Engineering for ML
PodcastScaling Machine Learning with Data Mesh
PodcastProduct Enrichment and Recommender Systems
MeetupArgo Workflows
PodcastJust Fetch the Data and then...
MeetupFLOps with Scaleout's Open-core Platform
PodcastMLOps + BI?
PodcastDeclarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team
MeetupOn Juggling, Dr. Seuss and Feature Stores for Real-time AI/ML
PodcastMLOps as Tool to Shape Team and Culture
PodcastTraversing the Data Maturity Spectrum: A Startup Perspective
MeetupModern Data Science with Vaex
Reading groupFeature Stores at Shopify and Skyscanner
PodcastData Mesh: Data Quality Control Mechanism for MLOps?
PodcastTowards Observability for ML Pipelines
PodcastScaling Biotech
PodcastOn Structuring an ML Platform 1 Pizza Team
Podcast2021 MLOps Year in Review
Modern ML Stack is a Lie
MeetupData-Centric AI Means Centralizing Training Data
PodcastData Selection for Data-Centric AI: Data Quality Over Quantity
PodcastThe Future of ML and Data Platforms
PodcastAggressively Helpful Platform Teams
MeetupOrchestrating Spark Jobs with Kubeflow
MeetupCommon Mistakes in the ML Development Lifecycle
MeetupOperationalize Machine Learning at Scale with MLOps
PodcastMLOps Investments
MeetupModel Watching: Keeping Your Project in Production
MeetupHow to Avoid Suffering in MLOps/Data Engineering Role
Meetup'Git for Data' - Who, What, How and Why?
Meetup2 tools = 90% operational ML
PodcastMachine Learning Feature Store Panel Discussion
MeetupReal-time Feature Pipelines, A Personal History
MeetupHow To Move From Barely Doing BI to Doing AI
PodcastDeep in the Heart of Data
The intersection between DataOps and privacy
MeetupUN Global Platform
PodcastLuigi in Production
PodcastData Engineering + ML + Software Engineering
MeetupScalable Python for Everyone, Everywhere
PodcastMLOps Coffee Sessions #14 Conversation with the Creators of Dask
MeetupMLOps #37 When You Say Data Scientist Do You Mean Data Engineer? Lessons Learned From Startup Life
PodcastJourney of Flyte at Lyft and Through Open-source
MeetupStreaming Machine Learning with Apache Kafka and Tiered Storage
PodcastMLOps from the Perspective of an SRE
PodcastMLOps and DevOps, Parallels and Deviations
PodcastAirflow in MLOps
MeetupPython and Dask: Scaling the DataFrame
MeetupDataOps and Data Versioning in ML
MeetupWhy Data Scientists Should Know Data Engineering
MeetupFury Platform and Fury Data Apps at Mercado Libre