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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 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
Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective Annotations
27 min

Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective Annotations

MLOps World - MLOps World & Generative AI World 2024
Geoffrey LaPorte Chris Stephens
ml-models ai-solutions computational-cost human-intelligence model-performance experimental-design data-annotation machine-learning large-language-models llms automation data-quality
Code Smarter, Not Harder: Generative AI in the Software Development Lifecycle
30 min

Code Smarter, Not Harder: Generative AI in the Software Development Lifecycle

MLOps World - MLOps World & Generative AI World 2024
Keri Olsen
generative-ai ai-coding-assistants software-development-lifecycle sdlc ibm-watsonx-code-assistant code-generation code-explanation test-case-generation application-modernization java python go c javascript typescript cobol automation mlops
AI as the Ultimate Inventor
42 min

AI as the Ultimate Inventor

MLOps World - MLOps World & Generative AI World 2024
Jepson Taylor
artificial-intelligence generative-ai machine-learning mlops reinforcement-learning algorithm-design deep-learning llm automation ai-research
Evolving with AI: Insights from Nylas' Generative AI Journey
31 min

Evolving with AI: Insights from Nylas' Generative AI Journey

MLOps World - MLOps World & Generative AI World 2024
Nadia Rauch
generative-ai ai machine-learning llm large-language-models nylas automation developer-workflow api-development data-annotation model-deployment python
Building on-Premises MLOps for ISS Columbus Ground Operations
33 min

Building on-Premises MLOps for ISS Columbus Ground Operations

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Samo Turk Christian Geier
mlops kubernetes kubeflow gitlab cicd on-premises automation ansible storage istio observability monitoring
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
Collaboratively Building App Manifests at Scale in Complex Organizations
35 min

Collaboratively Building App Manifests at Scale in Complex Organizations

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Wim Henderickx
kubernetes cloud-native application-deployment configuration-as-data nephio kpt helm devops automation ci-cd app-delivery manifests
Minikube from CLI to GUI!
39 min

Minikube from CLI to GUI!

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Medya Ghazizadeh
minikube kubernetes cli gui docker container-runtime golang developer-velocity testing automation cloud-native local-development
What's New in Operator Framework?
23 min

What's New in Operator Framework?

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Jonathan Berkhahn Per Gonçalves da Silva
kubernetes operator-framework operator-sdk operator-lifecycle-manager olm crd automation cloud-native devops container-orchestration package-management dependency-resolution
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