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
Applying Responsible AI with the Open-Source LangTest Library
32 min

Applying Responsible AI with the Open-Source LangTest Library

MLOps World - MLOps World & Generative AI World 2024
David Talby
langtest ai-bias ai responsible-ai llm nlp testing data-leakage mlops python open-source
Secure Open Source MLOps - Ubuntu Principles
18 min

Secure Open Source MLOps - Ubuntu Principles

MLOps World - MLOps World & Generative AI World 2024
Andreea Munteanu Maciej Mazur
ubuntu data-tokenization privacy-enhancing-technologies mlops kubernetes kubeflow confidential-computing security compliance open-source machine-learning ai
Introducing Arize-Phoenix and OpenInference
43 min

Introducing Arize-Phoenix and OpenInference

MLOps World - MLOps World & Generative AI World 2024
Mikyo King
ai-observability llama-index openai generative-ai llm rag open-source tracing language-models python
The Journey of Building a Leading Open Source LLM Security Toolkit
32 min

The Journey of Building a Leading Open Source LLM Security Toolkit

MLOps World - MLOps World & Generative AI World 2024
Oleksandr Yaremchuk
protect-ai llm-guard jailbreak cybersecurity machine-learning-security llm llm-security open-source prompt-injection data-leakage prompt-engineering ai-security
LeRobot: Democratizing Robotics
45 min

LeRobot: Democratizing Robotics

MLOps World - MLOps World & Generative AI World 2024
Remi Cadene
humanoid-robotics robot-arms diff-models transformers robotics generative-ai deep-learning python open-source ai llm
Building Composite LLM Systems
30 min

Building Composite LLM Systems

MLOps World - MLOps World & Generative AI World 2024
Urmish Thakker
llm large-language-models open-source artificial-intelligence machine-learning ensemble-methods model-specialization nlp generative-ai mlops inference training
Help! Where Should I Start? Your Guide to Cloud Native Resources
41 min

Help! Where Should I Start? Your Guide to Cloud Native Resources

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Catherine Paganini Danielle Cook Simon Forster Richard Collins
cloud-native cncf kubernetes cloud-native-glossary cloud-native-maturity-model project-summary-table open-source community business-value
Wildfires, Firefighters and Sustainability - Learnings from Mitigating Kubernetes Fires in the Community
36 min

Wildfires, Firefighters and Sustainability - Learnings from Mitigating Kubernetes Fires in the Community

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Nabarun Pal Madhav Jivrajani
kubernetes cncf open-source release-management ci-cd testing reliability community-management go debugging postmortems
Community Leaders Tell All: Everything You Wanted to Know and Were Too Afraid to Ask
39 min

Community Leaders Tell All: Everything You Wanted to Know and Were Too Afraid to Ask

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Kim McMahon Lisa-Marie Namphy Sharone Zitzman Bart Farrell
community-management open-source developer-relations community-building leadership conflict-resolution
Building a Globally Accessible Community
24 min

Building a Globally Accessible Community

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Kaitlyn Barnard Hannah Ouellette
community-management open-source developer-relations localization accessibility tech-community
Cloud Native Edge Computing with KubeEdge: Updates and Future
36 min

Cloud Native Edge Computing with KubeEdge: Updates and Future

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Kevin Wang Yin Ding
cloud-native edge-computing kubeedge kubernetes container-runtime iot ai-workload federated-learning robotics data-modeling cloud-to-edge open-source