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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
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
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
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
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
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
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
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
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
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
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
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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