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Songwriting: Writing the Lyrics
The Musculoskeletal System: The Science of Staying Active into Old Age
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Explore DoorDash's journey in adopting Ray to enhance ML model training, addressing scalability, cost, and observability challenges while improving forecasting and training pipelines for better user experiences.
Explora la creación de una plataforma de ML escalable utilizando Ray y Anyscale, abordando desafÃos de arquitectura, estrategias y casos de uso en retail para mejorar la identificación de segmentos y comportamientos de clientes.
Explore LinkedIn's cloud-native deep learning platform using Ray(Tune) for hyperparameter tuning, enabling flexible and scalable AI training for advanced models like LLMs, LPMs, and GNNs.
Explore Ray dataplane's evolution from zero-copy object store to powering Ray Data library. Learn how it broke the Cloudsort world record, reducing 100TB data sorting costs to under $1/TB.
Explora los desafÃos legales de propiedad intelectual en el desarrollo de IA generativa, abordando el uso de herramientas, entrenamiento de modelos y predicciones sobre la evolución del marco legal en este campo.
Descubre cómo Anyscale Workspaces mejora la eficiencia en el desarrollo de aplicaciones de aprendizaje automático, desde configuración cero hasta implementación y servicio en producción.
Explore deploying Ray clusters on air-gapped Kubernetes with tight security, addressing challenges like CRDs, fault tolerance, network policies, and encrypted communications for production environments.
Scaling distributed XGBoost and parallel data ingestion for runway prediction using Ray and AWS. Discusses data organization, cluster configuration, high-speed data loading, and real-time metrics tracking.
Explore Verizon's innovative multi-task learning recommender system, PaRS, which enhances customer experience by handling diverse data and generalizing across multiple recommendation tasks while promoting fairness.
Simplifica el ciclo de vida de modelos fundacionales con Red Hat OpenShift Data Science: desde preparación de datos hasta inferencia, utilizando componentes de código abierto para acelerar el valor de IA en diversos casos de uso.
Explore Snorkel's approach to building scalable, low-latency ML systems for enterprises using Ray, addressing challenges of limited resources, large datasets, and advanced language models.
Explora cómo Ray se utiliza para pronósticos energéticos a gran escala, permitiendo simular interacciones complejas entre tecnologÃas renovables y predecir condiciones futuras de la red eléctrica para una planificación más resiliente.
Explora cómo Netflix utiliza Ray para construir un clúster de entrenamiento heterogéneo, permitiendo entrenar modelos de aprendizaje profundo de manera distribuida y eficiente con una mezcla de instancias CPU y GPU.
Explore how Ray addresses challenges in building Samsara's ML platform, enabling unified development for cloud and edge AI, and improving data exploration and model training experiences.
Explore the evolving landscape of large ML models, from ChatGPT to open-source projects. Learn how teams use W&B to accelerate development and stay ahead in the rapidly advancing field of AI.
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