deployment
120 talks
MCP 2.0: What Changes, What Breaks, and What You Need to Do About It
MCP Release Overview: Stateless and the Big Changes in the New Spec
MCP Goes Stateless
Why AI Agents Shouldn't Replace Your Fraud Models
Fast & Asynchronous: Drift Your AI, Not Your GPU Bill
PodcastSpeed and Scale: How Today's AI Datacenters Are Operating Through Hypergrowth
From Notebooks to Production FASTER
Building Data Centers for GPU Clouds
What It Takes to Run Multi-Agent Systems
How to Self-Host an AI Agent
Integration of AI into Traditional Systems
PodcastThe Rise of Sovereign AI and Global AI Innovation in a World of US Protectionism
PodcastThe Creator of FastAPI's Next Chapter
Building Out GPU Clouds
PodcastMLOps with Databricks
PodcastStreaming Ecosystem Complexities and Cost Management
Building AI That Remembers You
PodcastEfficient Deployment of Models at the Edge
PodcastRe-Platforming Your Tech Stack
AI Agents: The Future of Productivity, or Just a Fad?
How to Actually Use Cost Effective AI in Your Business
PodcastComposable Memory for GPU Optimization
11 lessons learned from doing deployments
From Notebook to Kubernetes: Scaling GenAI Pipelines with ZenML
Real-Time Event Processing for AI/ML with Numaflow
Why DuckDB is the Future of Data
Boosting LLMs: Performance, Scaling, and Structured Outputs
PodcastMLOps for GenAI Applications
PodcastExtending AI: From Industry to Innovation
PodcastAll Data Scientists Should Learn Software Engineering Principles
How to Build Production-Ready AI Models for Manufacturing
PodcastAWS Trainium and Inferentia
LLMOps and GenAI at Enterprise Scale - Challenges and Opportunities
PodcastGenAI in Production - Challenges and Trends
Charting LLMOps Odyssey
PodcastChallenges Operationalizing ML (And Some Solutions)
The State of Open Source AI: Deployment Engines, Licences, & Hardware
PodcastHarnessing MLOps in Finance
Preemption Chaos and Optimizing Server Startup
Considerations and Optimizations for Deploying Open Source LLMs at Your Company
Enabling Defense Missions with Local LLMs
PodcastUsing Large Language Models at AngelList
LLM on Kubernetes
PodcastOpen Source and Fast Decision Making
Large Model Training and Inference with DeepSpeed
PodcastThe Long Tail of ML Deployment
PodcastClean Code for Data Scientists
No Rose Without a Thorn - Obstacles to Successful LLM Deployments
Data Privacy and Security
MeetupDeclarative MLOps: Streamlining Model Serving on Kubernetes
PodcastML Scalability Challenges
PodcastHow A Manager Became a Believer in DevOps for Machine Learning
PodcastMachine Learning Operations: What Is It and Why Do We Need It?
MeetupBuilding an Open Source MLOps Stack with ZenML Part 2
MeetupMLOps in Practice: Common Challenges and Lessons Learned
MeetupApplying DevOps Practices in Data and ML Engineering
PodcastDatabricks Model Serving V2
PodcastBringing DevOps Agility to ML
PodcastMLflow Pipelines: Opinionated ML Pipelines in MLflow
PodcastWhy You Need More Than Airflow
MeetupDevOps, Security, and Observability in ML
PodcastMLOps Critiques
PodcastReal-time Model Inference in a Video Streaming Environment
PodcastBringing Audio ML Models into Production
PodcastML Platform Tradeoffs and Wondering Why to Use Them
MeetupApplications of Data Science
Reading groupMachine Learning Engineering in Action
PodcastMLOps at Stripe
PodcastThe Journey from Data Scientist to MLOps Engineer
Reading groupFederated Learning: Machine Learning on the Edge
MeetupJust Build It! Tips for Making ML Engineering and MLOps Real
PodcastOn Structuring an ML Platform 1 Pizza Team
MeetupBuilding 12-Factor Data Apps with Kedro
PodcastThe Future of Data Science Platforms is Accessibility
PodcastPyTorch: Bridging AI Research and Production
MeetupEnd to End MLOps Basics
MeetupDoing MLOps
PodcastA Few Learnings from Building a Bootstrapped MLOps Services Startup
PodcastLearning and Teaching MLOps Applications
PodcastMachine Learning SRE
PodcastMLOps Insights
MeetupBuilding Machine Learning Models into Docker Images
PodcastCreating MLOps Standards
SGT Model Deployment Working Group
PodcastTour of Upcoming Features on the Hugging Face Model Hub
PodcastFast.ai, AutoML, and Software Engineering for ML
SGT Model Deployment Working Group June 22, 2021 Meeting
MeetupBuilding an ML Platform from Scratch: Live Coding Session
MeetupPractical MLOps Part 2
PodcastCI/CD in MLOps
MeetupOperationalize Machine Learning at Scale with MLOps
PodcastScaling AI in Production
MeetupLaw of Diminishing Returns for Running AI Proof-of-Concepts
PodcastOrganisational Challenges of MLOps
PodcastWar Stories Productionising ML
MeetupDeploying Machine Learning Models at Scale in Cloud
MeetupOperationalizing Machine Learning at a Large Financial Institution
PodcastLessons Learned From Hosting the ML Engineered Podcast
PodcastPractical MLOps
PodcastSRE for ML Infra
PodcastA Conversation with Seattle Data Guy
PodcastMonzo Bank - An MLOps Case Study
PodcastLuigi in Production
MeetupOperationalize Open Source Models with SAS Open Model Manager
MeetupScalable Python for Everyone, Everywhere
PodcastMLOps + Machine Learning
PodcastMLOps Coffee Sessions #14 Conversation with the Creators of Dask
PodcastContinuous Delivery and Automation Pipelines in Machine Learning, Part 1
MeetupBuilding Say Less: An AI-Powered Summarization App
PodcastMLOps and DevOps, Parallels and Deviations
MeetupPath to Production and Monetizing Machine Learning
MLOps Cubonacci workshop
Introducing MLOps Engineering Labs - Join us to better your skills
MeetupHow to Become a Better Data Scientist: The Definitive Guide
MeetupDeep Dive on Paperspace Tooling
PodcastDifferent Ways of Serving ML Models
PodcastServing Models with Kubeflow
Meetup10 Years Deploying ML in the Enterprise: The Inside Scoop!
MeetupOptimizing Your ML Workflow with Kubeflow 1.0
MeetupOur 1st MLOps Meetup