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
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
Supercharge ML Teams: ZenML's Real World Impact in the MLOps Jungle
11 min

Supercharge ML Teams: ZenML's Real World Impact in the MLOps Jungle

MLOps World - MLOps World & Generative AI World 2024
Adam Probst
mlops machine-learning zenml pipelines experiment-tracking reproducibility scalability collaboration deployment python cloud-deployments data-science
Multimodal Agents You Can Deploy Anywhere
10 min

Multimodal Agents You Can Deploy Anywhere

MLOps World - MLOps World & Generative AI World 2024
David Cheng
ai generative-ai multimodal-ai machine-learning mlops artificial-intelligence agents deployment cloud-computing on-premises edge-ai video-analysis speech-translation document-understanding
Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI
50 min

Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI

MLOps World - MLOps World & Generative AI World 2024
George Mathew Prerna Sharma Mark Weber
artificial-intelligence machine-learning generative-ai venture-capital investment-landscape startups early-stage-investing seed-stage series-a series-b ai-strategy tech-investment
Intuit’s Customer Centric Observability Journey Using AIOps
25 min

Intuit’s Customer Centric Observability Journey Using AIOps

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Vigith Maurice Amit Kalamkar
aiops observability kubernetes cncf stream-processing machine-learning data-platform tracing anomaly-detection real-time-analytics numaproject numaflow numalogic
Cloud-Native Quantum: Running Quantum Serverless Workloads on Kubernetes
37 min

Cloud-Native Quantum: Running Quantum Serverless Workloads on Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Paul Schweigert Michael Maximilien
quantum-computing cloud-native kubernetes serverless knative qiskit ibm machine-learning optimization circuit-cutting vqe
Enabling HPC & ML Workloads with the Latest Kubernetes Job Features
33 min

Enabling HPC & ML Workloads with the Latest Kubernetes Job Features

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Michał Woźniak Vanessa Sochat
kubernetes kubernetes-jobs hpc machine-learning ml batch-processing distributed-systems indexed-jobs pod-failure-policy flux-operator cncf
Efficient Access to Shared GPU Resources: Mechanisms and Use Cases
35 min

Efficient Access to Shared GPU Resources: Mechanisms and Use Cases

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Diogo Guerra Diana Gaponcic
gpu-scheduling kubernetes nvidia-mig time-slicing resource-management high-energy-physics machine-learning inference ci-cd benchmarking
Enabling Real-Time Media in Kubernetes
16 min

Enabling Real-Time Media in Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Giles Heron
kubernetes real-time-media cloud-native media-streaming mesh control-plane data-plane networking distributed-systems video-streaming machine-learning
How to Optimize, Validate and Deploy ML Models on Device
1h 1m

How to Optimize, Validate and Deploy ML Models on Device

Droidcon - Droidcon London 2024
Bhushan Sonawane Meghan Stronach
machine-learning ml-deployment on-device-ai qualcomm ai-hub optimization validation tensorflow-lite onnx-runtime android-development performance-tuning mpu android
OCR, Reconocimiento y Obtención de Información a Través de Imágenes
23 min

OCR, Reconocimiento y Obtención de Información a Través de Imágenes

PyCon - PyCon US 2023
Alison Orellana Rios
ocr optical-character-recognition image-recognition computer-vision python opencv tesseract pattern-recognition data-extraction machine-learning