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Explora cómo los dataframes simplifican el MLOps, centrándose en Daft como ejemplo de una interfaz flexible para procesamiento de datos complejos, análisis, E/S y alimentación de pipelines de entrenamiento de ML.
Explore ML deployment challenges and solutions with Baseten co-founder Tuhin Srivastava. Discover insights on engineering perspectives, LLM limitations, and the future of ML-powered products in this informative discussion.
Explore clean coding practices for data scientists, insights on Shopify's Merlin platform, and a preview of an upcoming book on LLMs in production with Matt Sharp, a data developer at Shopify.
Explora las mejores prácticas para ajustar LLMs, incluyendo estrategias de ingenierÃa de prompts, sÃntesis de datos y técnicas eficientes como LoRa. Aprende cuándo optar por modelos más pequeños y cómo mejorar el rendimiento.
Explore challenges of implementing MLOps in enterprise settings, focusing on data ecosystem complexity, cross-team collaboration, and standardization issues. Gain insights from Ahold Delhaize's approach to model reusability and ML operations.
Explore how small businesses can leverage LLMs to compete with larger companies, focusing on streamlining insurance underwriting and analyzing employment agreements. Discover innovative applications for leveling the playing field.
Explora la evolución, escalado y despliegue eficiente de Modelos de Lenguaje Grandes, enfatizando enfoques descentralizados y modelos personalizados para empresas, con consejos sobre cuándo y cómo construirlos.
Explorez les défis et opportunités des grands modèles de langage à l'échelle avec Nils Reimers, expert en IA. Découvrez les avancées en distillation de modèles et transfert de connaissances pour des applications pratiques.
Explore strategies for creating unique AI products using LLMs, examining successful and unsuccessful case studies to guide your approach in building differentiated solutions.
Explore Slack's ML journey, from building recommender systems to addressing data privacy. Learn about feature engineering, CTR models, and the challenges of implementing ML in B2B software.
Explora el impacto de los modelos de lenguaje avanzados en el campo de la ingenierÃa de ML, evaluando qué proyectos podrÃan ser reemplazados por APIs y cómo adaptar las habilidades para futuros desafÃos.
Explorez les interfaces génératives au-delà du chat avec Linus Lee, qui partage ses expériences sur les nouveaux outils de réflexion et les interfaces logicielles pour la création avec l'IA.
Explorez le programme d'éducation en apprentissage automatique d'Uber, conçu pour former les employés et améliorer la plateforme Michelangelo. Découvrez les stratégies, l'impact et l'avenir de cette initiative innovante.
Explore the ecosystem of tools for large language models, including challenges in building intelligent features, scaling LLM applications, and predictions for the future of AI-driven development.
Explore the challenges and solutions for integrating LLMs in software, addressing hallucinations, security risks, and new attack vectors. Learn about current and future strategies for building robust AI systems.
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