Talks
99 talks in 2022
MeetupVertex AI Workshop
PodcastExplainability in the MLOps Cycle
PodcastMachine Learning Operations: What Is It and Why Do We Need It?
MeetupBuilding an Open Source MLOps Stack with ZenML Part 2
PodcastSystems Engineer Navigating the World of ML
Podcast"Real-Time" ML: Features and Inference
PodcastBuilding Threat Detection Systems: An MLE's Perspective
MeetupDriving ML Data Quality with Data Contracts
MeetupMLOps in Practice: Common Challenges and Lessons Learned
PodcastReal-time Machine Learning
PodcastWhat is Data / ML Like on League?
MeetupCreative AI: Using ML to Create Art, Music, and Jokes
PodcastLet's Continue Bundling into the Database
MeetupUnleashing Sensitive Datasets with Distributed Data Science
PodcastMLOps for Ad Platforms
MeetupApplying DevOps Practices in Data and ML Engineering
PodcastVoice and Language Tech
PodcastManaging Machine Learning Projects
MeetupObtain New Insights on Model Behavior with Fiddler
PodcastReliable Machine Learning
PodcastML Unicorn Start-up Investor Tells-IT-All
PodcastDatabricks Model Serving V2
Monitoring Unstructured Data
PodcastTrustworthy Machine Learning
PodcastRecommender System: Why They Update Models 100 Times a Day
PodcastScaling Similarity Learning at Digits
PodcastBringing DevOps Agility to ML
PodcastFeathr: LinkedIn's High-performance Feature Store
PodcastMLOps at DoorDash
PodcastML Platforms, Where to Start?
MeetupFrom Expectations to Synthetic Data Generation
PodcastData Engineering for ML
PodcastScaling Machine Learning with Data Mesh
PodcastHow Hera is an Enabler of MLOps Integrations
PodcastProduct Enrichment and Recommender Systems
PodcastBuilding Better Data Teams
PodcastMLflow Pipelines: Opinionated ML Pipelines in MLflow
MeetupArgo Workflows
PodcastTurning Redis into a Composable, ML Data Platform
PodcastJust Fetch the Data and then...
MeetupSo Fresh and So Data Clean
PodcastWhy You Need More Than Airflow
MeetupDevOps, Security, and Observability in ML
PodcastMLflow vs Kubeflow 2022
MeetupCode Quality in Data Science
PodcastWhy and When to Use Kubeflow for MLOps
PodcastSpeed Up Data-Driven Value
PodcastLabeled Datasets that Correct Themselves Automatically
MeetupFLOps with Scaleout's Open-core Platform
PodcastMLOps + BI?
MeetupThe Post Modern Stack
PodcastMaking MLflow
MeetupBuilding a Movie Recommendation System on Tecton with Snowflake
PodcastFixing Your ML Data Blind Spots
PodcastDeclarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team
MeetupOn Juggling, Dr. Seuss and Feature Stores for Real-time AI/ML
PodcastMLOps Critiques
Scaling Real-time Machine Learning at Chime
PodcastGPU For Machine Learning
MeetupDataOps is a Software Engineering Challenge
PodcastReal-time Model Inference in a Video Streaming Environment
MeetupThe Role of Resource Management in MLOps
PodcastReal-Time Processing with Apache Flink, Kafka, and Pinot
PodcastFastAPI for Machine Learning
MeetupMLOps EngineeringLabs
PodcastMLOps as Tool to Shape Team and Culture
PodcastTraversing the Data Maturity Spectrum: A Startup Perspective
MeetupModern Data Science with Vaex
PodcastModel Monitoring in Practice: Top Trends
PodcastBuilding the World's First Data Engineering Conference
PodcastThe Shipyard: Lessons Learned While Building an ML Platform
PodcastBringing Audio ML Models into Production
PodcastA Journey in Scaling ML
PodcastML Platform Tradeoffs and Wondering Why to Use Them
MeetupBuilding a Modern Data Analytics Stack
PodcastDon't Listen Unless You Are Going to Do ML in Production
MeetupApplications of Data Science
PodcastBuilding ML/Data Platform on Top of Kubernetes
Reading groupMachine Learning Engineering in Action
PodcastMLOps at Stripe
MeetupOrchestrating Machine Learning Workflows with Prefect
PodcastLessons from Studying FAANG ML Systems
PodcastBetter Use Cases for Text Embeddings
Reading groupFeature Stores at Shopify and Skyscanner
MeetupTrustworthy Data for Machine Learning
PodcastPractitioners Guide to MLOps
PodcastInvesting in MLOps
PodcastThe Journey from Data Scientist to MLOps Engineer
PodcastPlatform Thinking: A Lemonade Case Study
MeetupBuilding an Open Source MLOps Stack with ZenML
PodcastCalibration for ML at Etsy
PodcastData Mesh: Data Quality Control Mechanism for MLOps?
PodcastBuild a Culture of ML Testing and Model Quality
PodcastTowards Observability for ML Pipelines
PodcastScaling Biotech
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
Podcast2021 MLOps Year in Review