Talks
78 talks in 2020
PodcastMachine Learning Design Patterns
PodcastSRE for ML Infra
MeetupHow To Move From Barely Doing BI to Doing AI
PodcastDeep in the Heart of Data
ML and Encryption: It's All About Secure Insights
Privacy-preserving ML with Differential Privacy
MeetupHuman-centric ML Infrastructure: A Netflix Original
PodcastA Conversation with Seattle Data Guy
PodcastMonzo Bank - An MLOps Case Study
The intersection between DataOps and privacy
Are Privacy-Enhancing Technologies a Myth?
PodcastIntroducing Data Downtime: From Firefighting to Winning
MeetupThe Current MLOps Landscape
MeetupUN Global Platform
What are regulations saying about data privacy?
MeetupMetaflow: Supercharging Our Data Scientist Productivity
PodcastLuigi in Production
When Machine Learning Meets Privacy, Episode 1
PodcastCI/CD & Continuous Training in ML
MeetupOperationalize Open Source Models with SAS Open Model Manager
PodcastData Engineering + ML + Software Engineering
MeetupScalable Python for Everyone, Everywhere
PodcastMLOps + Machine Learning
PodcastHow to Choose the Right ML Tool
PodcastMLOps Coffee Sessions #14 Conversation with the Creators of Dask
MeetupMLOps #37 When You Say Data Scientist Do You Mean Data Engineer? Lessons Learned From Startup Life
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 ML, Part 2
MeetupStreaming Machine Learning with Apache Kafka and Tiered Storage
PodcastContinuous Delivery and Automation Pipelines in Machine Learning, Part 1
MeetupBuilding Say Less: An AI-Powered Summarization App
PodcastMLOps from the Perspective of an SRE
PodcastMLOps and DevOps, Parallels and Deviations
MeetupCreating Beautiful Ambient Music with Google Brain's Music Transformer
MeetupPath to Production and Monetizing Machine Learning
MLOps Cubonacci workshop
MeetupScaling ML Capabilities in Large Organizations
PodcastContinuous Integration for ML
PodcastAirflow in MLOps
Introducing MLOps Engineering Labs - Join us to better your skills
PodcastA Conversation Around Feature Stores
MeetupContinuous Evaluation & Model Experimentation
MeetupML Observability
MeetupHow to Leverage ML Tooling Ecosystem
PodcastMLOps: Isn't That Just DevOps?
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
PodcastDifferent Ways of Serving ML Models
MeetupBuild vs Buy an ML Platform
MeetupDataOps and Data Versioning in ML
MeetupRunning a Fintech on Machine Learning
PodcastServing Models with Kubeflow
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