orchestration
77 talks
Fast & Asynchronous: Drift Your AI, Not Your GPU Bill
Building Data Centers for GPU Clouds
PodcastReal-time Feature Generation at Lyft
PodcastInside Uber's AI Revolution: Everything About How They Use AI/ML
PodcastPackaging MLOps Tech Neatly for Engineers and Non-engineers
Iceberg, MCP, and MLOps: Bridging the Gaps for Enterprise
Comparing ZenML, Metaflow, and all the other DAG tools
PodcastEvolving Workflow Orchestration
Building an ML Platform from scratch
Exploring SQLmesh
How to Actually Use Cost Effective AI in Your Business
PodcastComposable Memory for GPU Optimization
From Notebook to Kubernetes: Scaling GenAI Pipelines with ZenML
The Future of Data: Composability & the Modular Data Stack
PodcastAlignment is Real
PodcastHandling Multi-Terabyte LLM Checkpoints
PodcastHow Data Platforms Affect ML & AI
PodcastThe Myth of AI Breakthroughs
PodcastThe Role of Infrastructure in ML Leveraging Open Source
MeetupScaling MLOps for Computer Vision
PodcastBuilding Defensible AI Apps
PodcastMLOps vs ML Orchestration
PodcastBuilding an ML Platform: Insights, Community, and Advocacy
PodcastFrom Virtualization to AI Integration
PodcastAirflow Sucks for MLOps
MeetupTeam Aurora: Accelerating ML with Kubeflow
MeetupThe Motivation for MLOps
MeetupVertex AI Workshop
MeetupBuilding an Open Source MLOps Stack with ZenML Part 2
PodcastSystems Engineer Navigating the World of ML
MeetupApplying DevOps Practices in Data and ML Engineering
PodcastRecommender System: Why They Update Models 100 Times a Day
PodcastScaling Similarity Learning at Digits
PodcastHow Hera is an Enabler of MLOps Integrations
MeetupArgo Workflows
PodcastWhy You Need More Than Airflow
PodcastMLflow vs Kubeflow 2022
PodcastWhy and When to Use Kubeflow for MLOps
PodcastMLOps + BI?
Scaling Real-time Machine Learning at Chime
PodcastGPU For Machine Learning
MeetupThe Role of Resource Management in MLOps
MeetupMLOps EngineeringLabs
MeetupBuilding a Modern Data Analytics Stack
PodcastMLOps at Stripe
MeetupOrchestrating Machine Learning Workflows with Prefect
MeetupBuilding an Open Source MLOps Stack with ZenML
MeetupBuilding 12-Factor Data Apps with Kedro
PodcastBuilding for Small Data Science Teams
MeetupMLOps at Volvo Cars
MeetupEnd to End MLOps Basics
mlctl and Hydrosphere Open Source MLOps Libraries Demo
MeetupBuilding an ML Platform from Scratch: Live Coding Session - Part 2
MeetupThe SAME Project: A Cloud Native Approach to Reproducible ML
SGT Model Deployment Working Group
MeetupBuilding ML Blocks with Kubeflow Orchestration with Feature Store
MeetupOrchestrating Spark Jobs with Kubeflow
PodcastMLOps Memes
PodcastMLOps Engineering Labs Recap, Part 2
Meetup2 tools = 90% operational ML
PodcastMachine Learning Design Patterns
MeetupHuman-centric ML Infrastructure: A Netflix Original
MeetupMetaflow: Supercharging Our Data Scientist Productivity
PodcastCI/CD & Continuous Training in ML
PodcastMLOps Coffee Sessions #14 Conversation with the Creators of Dask
PodcastJourney of Flyte at Lyft and Through Open-source
PodcastAnalyzing "Continuous Delivery and Automation Pipelines in ML", Part 3
MeetupMoving Deep Learning from Research to Prod Using DeterminedAI & Kubeflow
MeetupBring Your On-Prem ML Use Cases to Production on Google Cloud using Kubeflow
PodcastContinuous Delivery and Automation Pipelines in Machine Learning, Part 1
PodcastAirflow in MLOps
MeetupHow to Leverage ML Tooling Ecosystem
MeetupKubeflow vs MLflow
MeetupMLOps - The Blind Men and the Elephant
MeetupOptimizing Your ML Workflow with Kubeflow 1.0
MeetupHigh Stakes ML: Active Failures, Latent Factors
MeetupMid-Scale Production Feature Engineering