monitoring
123 talks
MCPs for Observability Stacks
PodcastIt's 2026, and We're Still Talking Evals
PodcastCracking the Black Box: Real-Time Neuron Monitoring & Causality Traces
Feedback Loops for Agentic Workflows
From Notebooks to Production FASTER
Multi-Agent Systems for the Misinformation Lifecycle
Big updates to MLflow 3.0
Fast, Trustworthy, Reliable Voice Agents: MLOps That Blend LLM Annotation with Human QA
Evaluation-Driven Development with MLflow 3.0
Why Language Models Need a Lesson in Education
PodcastReal-Time Forecasting Faceoff: Time Series vs. DNNs
PodcastHolistic Evaluation of Generative AI Systems
Data Quality Management Techniques - The Complete Guide
How Data Capture Transforms ML Observability
The Future of Data: Composability & the Modular Data Stack
PodcastCentralized or Decentralized ML Platform?
PodcastBigQuery Feature Store
A Blueprint for Scalable & Reliable Enterprise AI/ML Systems
PodcastExtending AI: From Industry to Innovation
PodcastAI For Good - Detecting Harmful Content at Scale
Evaluating Language Models
The State of Production Machine Learning in 2024
PodcastDesigning ML Infra for ML & LLM Use Cases
PodcastAds Ranking Evolution at Pinterest
PodcastModel Management in a Regulated Environment
PodcastEnterprises Using MLOps, the Changing LLM Landscape, MLOps Pipelines
GenAI: An Unreliable Information Store
Data Quality's Impact on Large Language Models
From Building Self-driving Cars to Building LLM Applications
Everything We've Been Taught About ML is Wrong
UX of an LLM User
Lessons Learned Productionising LLMs for Stripe Support
Evaluation
Beyond the Hype: Monitoring LLMs in Production
Pitfalls and Best Practices: 5 Lessons from LLMs in Production
The Emerging Toolkit for Reliable, High-quality LLM Applications
PodcastWhy is MLOps Hard in an Enterprise?
Cost Optimization and Performance
PodcastThe Birth and Growth of Spark: An Open Source Success Story
PodcastML in Production: A DS from Ubisoft Perspective
MeetupThe Motivation for MLOps
PodcastExplainability in the MLOps Cycle
PodcastLet's Continue Bundling into the Database
MeetupObtain New Insights on Model Behavior with Fiddler
Monitoring Unstructured Data
PodcastTrustworthy Machine Learning
PodcastRecommender System: Why They Update Models 100 Times a Day
PodcastMLOps at DoorDash
PodcastMLflow Pipelines: Opinionated ML Pipelines in MLflow
PodcastWhy You Need More Than Airflow
MeetupDevOps, Security, and Observability in ML
PodcastFixing Your ML Data Blind Spots
PodcastMLOps Critiques
Scaling Real-time Machine Learning at Chime
MeetupDataOps is a Software Engineering Challenge
PodcastModel Monitoring in Practice: Top Trends
MeetupApplications of Data Science
MeetupOrchestrating Machine Learning Workflows with Prefect
PodcastLessons from Studying FAANG ML Systems
PodcastPractitioners Guide to MLOps
PodcastPlatform Thinking: A Lemonade Case Study
MeetupBuilding an Open Source MLOps Stack with ZenML
PodcastTowards Observability for ML Pipelines
MeetupJust Build It! Tips for Making ML Engineering and MLOps Real
MeetupSetting up an ML Platform on GCP: Lessons Learned
MeetupML Drift: How to Identify Issues Before They Become Problems
Reading groupThe ML Test Score
PodcastML Stepping Stones: Challenges & Opportunities for Companies
MeetupThe Not So Talked About Reasons Model Monitoring Fails
MeetupModel Monitoring: The Million Dollar Problem
Reading groupImpact of SWE in ML Projects
MeetupMLOps at Volvo Cars
PodcastLinkedIn Job Recommendations
MeetupEnd to End MLOps Basics
MeetupDoing MLOps
PodcastA Few Learnings from Building a Bootstrapped MLOps Services Startup
PodcastMachine Learning SRE
mlctl and Hydrosphere Open Source MLOps Libraries Demo
MeetupBuilding an ML Platform from Scratch: Live Coding Session - Part 2
MeetupBuilding ML Blocks with Kubeflow Orchestration with Feature Store
PodcastLearning from 150 Successful ML-enabled Products at Booking.com
MeetupEngineering MLOps
MeetupPractical MLOps Part 2
PodcastModel Performance Monitoring and Why You Need it Yesterday
MeetupOperationalize Machine Learning at Scale with MLOps
PodcastScaling AI in Production
MeetupFrom Idea to Production ML
PodcastLuigi in Production Part 2
MeetupDeploying Machine Learning Models at Scale in Cloud
PodcastMLOps Investments
MeetupModel Watching: Keeping Your Project in Production
MeetupA Missing Link in the ML Infrastructure Stack
MeetupOperationalizing Machine Learning at a Large Financial Institution
MeetupHow to Avoid Suffering in MLOps/Data Engineering Role
MeetupProduct Management in Machine Learning
MeetupHow Explainable AI is Critical to Building Responsible AI
PodcastLessons Learned From Hosting the ML Engineered Podcast
PodcastMost Underrated MLOps Topics
PodcastIntroducing Data Downtime: From Firefighting to Winning
MeetupThe Current MLOps Landscape
PodcastLuigi in Production
PodcastCI/CD & Continuous Training in ML
MeetupOperationalize Open Source Models with SAS Open Model Manager
MeetupMLOps #37 When You Say Data Scientist Do You Mean Data Engineer? Lessons Learned From Startup Life
PodcastAnalyzing "Continuous Delivery and Automation Pipelines in ML", Part 3
PodcastContinuous Delivery and Automation Pipelines in ML, Part 2
MeetupStreaming Machine Learning with Apache Kafka and Tiered Storage
PodcastMLOps from the Perspective of an SRE
PodcastMLOps and DevOps, Parallels and Deviations
MeetupML Observability
MeetupHow to Leverage ML Tooling Ecosystem
PodcastMLOps: Isn't That Just DevOps?
MeetupFeature Stores: An Essential Part of the ML Stack to Build Great Data
MeetupMonitoring the Machine Learning Stack
MeetupBuild vs Buy an ML Platform
MeetupRunning a Fintech on Machine Learning
MeetupVenture Capital in Machine Learning Startups
MeetupMachine Learning at Scale in Mercado Libre
MeetupMLOps - The Blind Men and the Elephant
MeetupTrueLayer's MLOps Pipeline
MeetupHigh Stakes ML: Active Failures, Latent Factors
MeetupHierarchy of Machine Learning Needs
MeetupOur 1st MLOps Meetup