MLOps Isn't That Hard: Modular Stack with Open-Source Tools
9 min

MLOps Isn't That Hard: Modular Stack with Open-Source Tools

MLOps World - MLOps World & Generative AI World 2024
Adam Probst
pipelines mlops machine-learning python open-source data-science devops deployment orchestration reproducibility automation
From Model T to Machine Learning: A Glimpse into Ford's MLOps and Hybrid Infrastructure Strategy
36 min

From Model T to Machine Learning: A Glimpse into Ford's MLOps and Hybrid Infrastructure Strategy

MLOps World - MLOps World & Generative AI World 2024
Naiel Samaan Valmir Bucaj
on-premise google-cloud-platform airflow mlops machine-learning ai hybrid-cloud gcp docker kubernetes data-modeling devops
QA in ML
28 min

QA in ML

MLOps World - MLOps World & Generative AI World 2024
Serg Masis
quality-assurance secops machine-learning mlops data-science qa ai artificial-intelligence explainable-ai data-engineering devops reliability
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
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
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
The Future of AI Development Agents
34 min

The Future of AI Development Agents

MLOps World - MLOps World & Generative AI World 2024
Graham Neubig
ai-agents software-development machine-learning mlops code-generation llm autonomy testing debugging devops github docker
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
How GitOps Changed Our Lives & Can Change Yours Too!
46 min

How GitOps Changed Our Lives & Can Change Yours Too!

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Priyanka Ravi Christian Hernandez Filip Jansson Roberth Strand Leigh Capili
gitops kubernetes devops ci-cd argo flux cloud-native infrastructure-as-code automation container-adoption
Scale Down Your Environmental Impact
29 min

Scale Down Your Environmental Impact

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Mary Karroqe Zinnia Gibson
kubernetes cloud-native environmental-impact data-centers energy-efficiency cloud-costs automation devops scalability
Can You Keep a Secret? on Secret Management in Kubernetes
38 min

Can You Keep a Secret? on Secret Management in Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Liav Yona Gal Cohen
kubernetes secrets-management secret-store-csi-driver cloud-native csi-driver security access-control authentication key-management devops
Reflecting on Large-Scale Cloud-Native Modernizations
32 min

Reflecting on Large-Scale Cloud-Native Modernizations

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Christopher Nuland Valentina Rodriguez Sosa Jared Burck James Bench
cloud-native kubernetes konveyor enterprise-architecture devops ci-cd scalability application-modernization cloud-migration platform-engineering