MLOps Meetup
127 talks
MeetupScaling MLOps for Computer Vision
MeetupLLMs Mini Summit // MLOps Mini Summit Meetup #3
MeetupDataframes Are All You Need: MLOps on Easy Mode
MeetupFine-Tuning LLMs: Best Practices and When to Go Small
MeetupDeclarative MLOps: Streamlining Model Serving on Kubernetes
MeetupTecton 0.6: Notebook-driven Development
MeetupThe 7 Lines of Code You Need to Run Faster Real-time Inference
MeetupLet's Talk About Raw Documents
MeetupTeam Aurora: Accelerating ML with Kubeflow
MeetupThe Motivation for MLOps
MeetupVertex AI Workshop
MeetupBuilding an Open Source MLOps Stack with ZenML Part 2
MeetupDriving ML Data Quality with Data Contracts
MeetupMLOps in Practice: Common Challenges and Lessons Learned
MeetupCreative AI: Using ML to Create Art, Music, and Jokes
MeetupUnleashing Sensitive Datasets with Distributed Data Science
MeetupApplying DevOps Practices in Data and ML Engineering
MeetupObtain New Insights on Model Behavior with Fiddler
MeetupFrom Expectations to Synthetic Data Generation
MeetupArgo Workflows
MeetupSo Fresh and So Data Clean
MeetupDevOps, Security, and Observability in ML
MeetupCode Quality in Data Science
MeetupFLOps with Scaleout's Open-core Platform
MeetupThe Post Modern Stack
MeetupBuilding a Movie Recommendation System on Tecton with Snowflake
MeetupOn Juggling, Dr. Seuss and Feature Stores for Real-time AI/ML
MeetupDataOps is a Software Engineering Challenge
MeetupThe Role of Resource Management in MLOps
MeetupMLOps EngineeringLabs
MeetupModern Data Science with Vaex
MeetupBuilding a Modern Data Analytics Stack
MeetupApplications of Data Science
MeetupOrchestrating Machine Learning Workflows with Prefect
MeetupTrustworthy Data for Machine Learning
MeetupBuilding an Open Source MLOps Stack with ZenML
MeetupJust Build It! Tips for Making ML Engineering and MLOps Real
MeetupSetting up an ML Platform on GCP: Lessons Learned
MeetupBuilding 12-Factor Data Apps with Kedro
MeetupML Drift: How to Identify Issues Before They Become Problems
MeetupThe Not So Talked About Reasons Model Monitoring Fails
MeetupModel Monitoring: The Million Dollar Problem
MeetupDurable Data Discovery: Making Exploratory Analysis Stick
MeetupData-Centric AI Means Centralizing Training Data
MeetupMLOps at Volvo Cars
MeetupEnd to End MLOps Basics
MeetupFeast Feature Store Deep Dive
MeetupDoing MLOps
MeetupEngineering Best Practices for Machine Learning
MeetupSystem Design for Recommendations and Search
MeetupMoldable Development with Glamorous Toolkit
MeetupBuilding Machine Learning Models into Docker Images
MeetupWhat MLOps Has Taught Me
MeetupBuilding an ML Platform from Scratch: Live Coding Session - Part 2
MeetupThe SAME Project: A Cloud Native Approach to Reproducible ML
MeetupBuilding ML Blocks with Kubeflow Orchestration with Feature Store
MeetupOrchestrating Spark Jobs with Kubeflow
MeetupMachine Learning in Cybersecurity
MeetupEngineering MLOps
MeetupProject/Product Management for MLOps
MeetupBuilding an ML Platform from Scratch: Live Coding Session
MeetupPractical MLOps Part 2
MeetupCommon Mistakes in the ML Development Lifecycle
MeetupOperationalize Machine Learning at Scale with MLOps
MeetupLearnings from Live Coding: An MLOps Project on Twitch
MeetupLaw of Diminishing Returns for Running AI Proof-of-Concepts
MeetupFrom Idea to Production ML
MeetupDeploying Machine Learning Models at Scale in Cloud
MeetupMLOps Community 1 Year Anniversary!
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
Meetup'Git for Data' - Who, What, How and Why?
MeetupAgile AI Ethics: Balancing Short Term Value with Long Term Ethical Outcomes
Meetup2 tools = 90% operational ML
MeetupMachine Learning Design Patterns for MLOps
MeetupProductizeML: Assisting Your Team to Better Build ML Products
MeetupReal-time Feature Pipelines, A Personal History
MeetupHow To Move From Barely Doing BI to Doing AI
MeetupHuman-centric ML Infrastructure: A Netflix Original
MeetupThe Current MLOps Landscape
MeetupUN Global Platform
MeetupMetaflow: Supercharging Our Data Scientist Productivity
MeetupOperationalize Open Source Models with SAS Open Model Manager
MeetupScalable Python for Everyone, Everywhere
MeetupMLOps #37 When You Say Data Scientist Do You Mean Data Engineer? Lessons Learned From Startup Life
MeetupMoving Deep Learning from Research to Prod Using DeterminedAI & Kubeflow
MeetupBring Your On-Prem ML Use Cases to Production on Google Cloud using Kubeflow
MeetupStreaming Machine Learning with Apache Kafka and Tiered Storage
MeetupBuilding Say Less: An AI-Powered Summarization App
MeetupCreating Beautiful Ambient Music with Google Brain's Music Transformer
MeetupPath to Production and Monetizing Machine Learning
MeetupScaling ML Capabilities in Large Organizations
MeetupContinuous Evaluation & Model Experimentation
MeetupML Observability
MeetupHow to Leverage ML Tooling Ecosystem
MeetupPython and Dask: Scaling the DataFrame
MeetupFeature Stores: An Essential Part of the ML Stack to Build Great Data
MeetupHow to Become a Better Data Scientist: The Definitive Guide
MeetupMonitoring the Machine Learning Stack
MeetupDeep Dive on Paperspace Tooling
MeetupBuild vs Buy an ML Platform
MeetupDataOps and Data Versioning in ML
MeetupRunning a Fintech on Machine Learning
MeetupMLflow Open Source Framework Hermione Demo
MeetupThe Challenges of ML Operations & How Hermione Helps Along the Way
MeetupWhat is the open source ML framework Hermoine
MeetupVenture Capital in Machine Learning Startups
MeetupScaling Human-in-the-Loop Machine Learning
MeetupKubeflow vs MLflow
MeetupMaximizing Job Opportunities as a Data Scientist on the Market
MeetupWhy Data Scientists Should Know Data Engineering
MeetupFury Platform and Fury Data Apps at Mercado Libre
MeetupMachine Learning at Scale in Mercado Libre
Meetup10 Years Deploying ML in the Enterprise: The Inside Scoop!
MeetupMLOps - The Blind Men and the Elephant
MeetupOptimizing Your ML Workflow with Kubeflow 1.0
MeetupTrueLayer's MLOps Pipeline
MeetupHigh Stakes ML: Active Failures, Latent Factors
MeetupMid-Scale Production Feature Engineering
MeetupBuilding an ML Platform at SurveyMonkey
MeetupHierarchy of Machine Learning Needs
MeetupWhat Does Best in Class AI/ML Governance Look Like in Fin Services?
MeetupOur 1st MLOps Meetup