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Learn Like a Pro: Science-Based Tools to Become Better at Anything
Paleontology: Theropod Dinosaurs and the Origin of Birds
Introduction to Complexity
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Stanford's Mayee Chen discusses LIGER, a novel approach combining foundation model embeddings with expert-driven labeling functions to enhance NLP and vision tasks, showcasing significant improvements in performance.
Explora los desafÃos y oportunidades del aprendizaje continuo en IA, abordando etapas, diferencias entre entrenamientos, retos clave y soluciones para monitoreo y evaluación.
Aprenda cómo la supervisión débil escala más allá de los sistemas basados en reglas para problemas centrales de NLP en más de un petabyte de datos.
Exploring how human-in-the-loop AI empowers communication assistance to overcome complex challenges, focusing on Grammarly's approach to mastering effective writing.
Explore human-in-the-loop machine learning applications at JPMorgan Chase, focusing on practical datasets and methodologies in computer vision and natural language processing.
MLCommons' role in shaping public datasets for machine learning, focusing on benchmarks, best practices, and data. Explores challenges in dataset creation and the importance of public datasets in advancing ML technology.
Explore responsible data-centric AI in healthcare with Stanford expert James Zou. Learn about ML algorithms for biomedical applications, challenges in deployment, and the importance of auditing and improving datasets.
Explore how data issues impact machine learning models and learn strategies to identify and address critical data problems for improved model performance and resource efficiency.
Explora los desafÃos y oportunidades en la detección de cambios en la distribución de datos, un tema crucial para el futuro de la IA centrada en datos.
Learn strategies for selecting high-quality data in data-centric AI, focusing on quality over quantity. Explore techniques to improve AI model performance through effective data selection.
Aplicación de NLP para analizar literatura cientÃfica sobre cambio climático, generando etiquetas automáticas y extrayendo tendencias clave, factores de riesgo e impacto ambiental.
Insights on democratizing AI in manufacturing: challenges, breakthroughs, and the evolution of Landing Lens platform for faster iteration and improved performance.
Explores the need for data-centric AI benchmarks and quality metrics, introducing DataPerf as a solution to evaluate and optimize datasets for various machine learning tasks.
Aprenda técnicas para criar rapidamente dados de treinamento anotados para construir sistemas de IA precisos e robustos usando relatórios clÃnicos e modelos de aprendizado profundo avançados.
Insights into implementing recommender systems in finance: challenges, opportunities, and KeyBank's innovative approach to enhancing banker productivity through data-centric methods.
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