Talks
99 talks in 2021
MeetupSetting up an ML Platform on GCP: Lessons Learned
Podcast2022 Predictions for MLOps and the Industry
MeetupBuilding 12-Factor Data Apps with Kedro
PodcastBuilding for Small Data Science Teams
Modern ML Stack is a Lie
MeetupML Drift: How to Identify Issues Before They Become Problems
PodcastWikimedia MLOps
Reading groupThe ML Test Score
PodcastML Stepping Stones: Challenges & Opportunities for Companies
PodcastMachine Learning at Reasonable Scale
MeetupThe Not So Talked About Reasons Model Monitoring Fails
PodcastThe Future of Data Science Platforms is Accessibility
MeetupModel Monitoring: The Million Dollar Problem
Reading groupImpact of SWE in ML Projects
PodcastThe Future of AI and ML in Process Automation
MeetupDurable Data Discovery: Making Exploratory Analysis Stick
PodcastPyTorch: Bridging AI Research and Production
MeetupData-Centric AI Means Centralizing Training Data
PodcastI Don't Like Jupyter Notebooks
MeetupMLOps at Volvo Cars
PodcastML Tests
PodcastLinkedIn Job Recommendations
MeetupEnd to End MLOps Basics
MeetupFeast Feature Store Deep Dive
MeetupDoing MLOps
PodcastData Selection for Data-Centric AI: Data Quality Over Quantity
PodcastThe Future of ML and Data Platforms
PodcastA Few Learnings from Building a Bootstrapped MLOps Services Startup
MeetupEngineering Best Practices for Machine Learning
PodcastLearning and Teaching MLOps Applications
MeetupSystem Design for Recommendations and Search
MeetupMoldable Development with Glamorous Toolkit
PodcastMachine Learning SRE
PodcastMLOps Insights
PodcastVector Similarity Search at Scale
MeetupBuilding Machine Learning Models into Docker Images
mlctl and Hydrosphere Open Source MLOps Libraries Demo
MeetupWhat MLOps Has Taught Me
PodcastML Security: Why should you care?
PodcastCreating MLOps Standards
PodcastAggressively Helpful Platform Teams
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
PodcastTour of Upcoming Features on the Hugging Face Model Hub
MeetupBuilding ML Blocks with Kubeflow Orchestration with Feature Store
MeetupOrchestrating Spark Jobs with Kubeflow
PodcastFast.ai, AutoML, and Software Engineering for ML
PodcastLearning from 150 Successful ML-enabled Products at Booking.com
MeetupMachine Learning in Cybersecurity
PodcastEnterprise Security and Governance MLOps
PodcastAutonomy vs. Alignment: Scaling AI Teams to Deliver Value
How Pinterest Powers Image Similarity
MeetupEngineering MLOps
SGT Model Deployment Working Group June 22, 2021 Meeting
MeetupProject/Product Management for MLOps
PodcastMaturing Machine Learning in Enterprise
MeetupBuilding an ML Platform from Scratch: Live Coding Session
MeetupPractical MLOps Part 2
MeetupCommon Mistakes in the ML Development Lifecycle
PodcastModel Performance Monitoring and Why You Need it Yesterday
PodcastCI/CD in MLOps
MeetupOperationalize Machine Learning at Scale with MLOps
PodcastScaling AI in Production
SGT Model Deployment Working Group May 19, 2021 Meeting
PodcastMLOps: A Leader's Perspective
MeetupLearnings from Live Coding: An MLOps Project on Twitch
MeetupLaw of Diminishing Returns for Running AI Proof-of-Concepts
PodcastOrganisational Challenges of MLOps
MeetupFrom Idea to Production ML
PodcastMLOps Memes
PodcastLuigi in Production Part 2
PodcastWar Stories Productionising ML
MeetupDeploying Machine Learning Models at Scale in Cloud
PodcastMachine Learning at Atlassian
MeetupMLOps Community 1 Year Anniversary!
PodcastMLOps Investments
MeetupModel Watching: Keeping Your Project in Production
MeetupA Missing Link in the ML Infrastructure Stack
PodcastThe Godfather Of MLOps
MeetupOperationalizing Machine Learning at a Large Financial Institution
MeetupHow to Avoid Suffering in MLOps/Data Engineering Role
MeetupProduct Management in Machine Learning
PodcastMLOps Engineering Labs Recap, Part 2
MeetupHow Explainable AI is Critical to Building Responsible AI
PodcastMLOps Engineering Labs Recap, Part 1
Meetup'Git for Data' - Who, What, How and Why?
MeetupAgile AI Ethics: Balancing Short Term Value with Long Term Ethical Outcomes
PodcastCulture and Architecture in MLOps
Meetup2 tools = 90% operational ML
MeetupMachine Learning Design Patterns for MLOps
PodcastLessons Learned From Hosting the ML Engineered Podcast
PodcastPractical MLOps
Private data, Data Science friendly
PodcastMachine Learning Feature Store Panel Discussion
MeetupProductizeML: Assisting Your Team to Better Build ML Products
The revolution of Federated Learning
PodcastMost Underrated MLOps Topics
MeetupReal-time Feature Pipelines, A Personal History