Reliably Absorbing a Go Release
26 min

Reliably Absorbing a Go Release

GopherCon - GopherCon 2023
Madhav Jivrajani
go kubernetes release-management backward-compatibility dependency-management testing ci-cd developer-experience observability security
Avoid ML OOps with ML Ops: A modular approach to scaling Forethought’s E2E ML Platform
51 min

Avoid ML OOps with ML Ops: A modular approach to scaling Forethought’s E2E ML Platform

MLOps World - MLOps World & Generative AI World 2024
Salina Wu
sagemaker spark dagster feature-engineering data-drift mlops machine-learning data-engineering devops ci-cd model-serving ml-training
Running prompts at CI does not make your GenAI app enterprise ready
33 min

Running prompts at CI does not make your GenAI app enterprise ready

MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
production-ai genai generative-ai llm large-language-models enterprise-ai continuous-integration ci-cd observability telemetry prompt-engineering testing
From ML Repository to ML Production Pipeline
36 min

From ML Repository to ML Production Pipeline

MLOps World - MLOps World & Generative AI World 2024
Jakub Witkowski Dariusz Adamczyk
production-pipelines ml-repository mlops machine-learning devops docker kubernetes ci-cd kubeflow data-science gpu automation
Updating Your ML Serving Stack
30 min

Updating Your ML Serving Stack

MLOps World - MLOps World & Generative AI World 2024
Harshit Agarwal
ml-serving ml-infrastructure ml-training model-management machine-learning ml-deployment ml-platform e-commerce infrastructure-as-code ci-cd observability monitoring
A Data Scientist's Guide to Unit & End-to-End Testing
1h 23m

A Data Scientist's Guide to Unit & End-to-End Testing

MLOps World - MLOps World & Generative AI World 2024
Vatsal Patel
machine-learning mlops testing unit-testing end-to-end-testing test-driven-development ci-cd python pytest mocking dependency-injection
From Model to Production: A Unified Journey
28 min

From Model to Production: A Unified Journey

MLOps World - MLOps World & Generative AI World 2024
Yuval Fernbach
mlops machine-learning devops software-supply-chain generative-ai data-science deployment security vulnerability-management model-registry ci-cd containerization
MLOps for Time Series in Production
52 min

MLOps for Time Series in Production

MLOps World - MLOps World & Generative AI World 2024
Eddie Mattia
mlops time-series machine-learning data-science python xgboost metaflow outerbounds batch-inference data-modeling postgresql kubernetes ci-cd
Building SLSA 3 Conforment Attestors for Artifacts Generated on GitHub
34 min

Building SLSA 3 Conforment Attestors for Artifacts Generated on GitHub

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ian Lewis Asra Ali
slsa supply-chain-security github-actions software-supply-chain provenance attestation container-images ci-cd open-source-security build-automation security-frameworks
Challenges of Modern Application Delivery: A Retrospection of KubeVela Highlight Technologies
35 min

Challenges of Modern Application Delivery: A Retrospection of KubeVela Highlight Technologies

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jianbo Sun Da Yin
kubevela application-delivery cloud-native kubernetes cncf platform-engineering ci-cd observability resource-management multi-cloud orchestration devops
Updates and Best-Practices in Kubebuilder and Controller-Tools
30 min

Updates and Best-Practices in Kubebuilder and Controller-Tools

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Varsha Prasad Narsing Bryce Palmer Rashmi Gottipati Tony Jin Camila Macedo
kubernetes kubebuilder controller-runtime controller-tools operators operator-pattern ci-cd api-machinery custom-resource-definitions rbac plugins
Filling the Gaps in Kubernetes Flavored SLSA with Threat Modeling
34 min

Filling the Gaps in Kubernetes Flavored SLSA with Threat Modeling

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Christie Wilson Priya Wadhwa
kubernetes slsa supply-chain-security threat-modeling ci-cd tekton spire sigstore container-security security-frameworks