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
Micha艂 Wo藕niak 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 Obtenci贸n de Informaci贸n a Trav茅s de Im谩genes
23 min

OCR, Reconocimiento y Obtenci贸n de Informaci贸n a Trav茅s de Im谩genes

PyCon - PyCon US 2023
Alison Orellana Rios
ocr optical-character-recognition image-recognition computer-vision python opencv tesseract pattern-recognition data-extraction machine-learning
The Wheelhouse of Horrors
25 min

The Wheelhouse of Horrors

PyCon - PyCon US 2023
Laszlo Kiss Kollar
python c-extensions binary-wheels packaging manylinux cibuildwheel data-science machine-learning native-code distribution
Supercharging Pipeline Efficiency with ML Performance Prediction
26 min

Supercharging Pipeline Efficiency with ML Performance Prediction

PyCon - PyCon US 2023
Boaz Wiesner Keren Meron
python celery kubernetes machine-learning pipeline-optimization data-pipelines performance-prediction autoscaling cloud-cost-optimization aws-spot-instances svms data-processing
Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
27 min

Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You

PyCon - PyCon US 2023
Elizabeth Johnson
machine-learning python test-driven-development tdd data-analysis data-cleaning scikit-learn pandas jupyter-notebooks pytest recommendation-engines
Approaches to Fairness and Bias Mitigation in Natural Language Processing
31 min

Approaches to Fairness and Bias Mitigation in Natural Language Processing

PyCon - PyCon US 2023
Angana Borah
natural-language-processing nlp bias-mitigation machine-learning ai deep-learning transformer-models bert gpt ai-ethics
Python Meets UX: Enhancing User Experience with Code
29 min

Python Meets UX: Enhancing User Experience with Code

PyCon - PyCon US 2023
Neeraj Pandey Aashka Dhebar
python ux user-experience web-development data-analysis machine-learning automation design
Simulaciones moleculares reproducibles con la ayuda de Python
34 min

Simulaciones moleculares reproducibles con la ayuda de Python

PyCon - PyCon US 2023
Iv谩n Pulido
python molecular-dynamics scientific-computing openmm openmmtools perses biomolecules machine-learning drug-discovery computational-chemistry protein-databank force-fields