Tomás Sierra Silva’s Post

🌟Overfitting... ¿Qué es y qué ventajas se obtienen? ¿Recuerdas cuando en el colegio te pasaban las preguntas del examen con antelación? 🤔 ¡Podrías quedarte sorprendido si alguna pregunta cambia el día del examen! Eso es precisamente lo que ocurre en Machine Learning con el overfitting. 🚀 Imagina que entrenamos a nuestro modelo como si le diéramos todas las respuestas exactas que necesita para aprobar sin entender realmente la materia. Esto es overfitting: aprende tan bien el conjunto de entrenamiento que se "sabotea" al enfrentarse a nuevos datos. 🤖 🔹 Cómo evitarlo: -Asegúrate de que tu modelo estudie una variedad suficientemente amplia de ejemplos para que pueda generalizar mejor. -Ajusta los parámetros con cuidado y aplica técnicas como PCA para evitar memorizar "las preguntas del examen". 🔸 Del otro lado está el underfitting, similar a enfrentarse a un examen habiendo estudiado apenas lo básico, sin llegar a comprender nada profundamente. 🌀 Soluciones prácticas: -Proporciónale al modelo una cantidad adecuada de datos para garantizar que comprende el material. -Equilibra las clases para que todas las "preguntas" tengan el peso debido. Beneficios de abordar estos problemas: -Modelos más precisos y flexibles. -Mejora en la predicción para escenarios de datos desconocidos. Aplicabilidad ampliada en salud, finanzas y más. 🔍 Consideración ética: No descuides la transparencia y la equidad en tus modelos IA. Hagamos de nuestra IA una verdadera estudiante estrella. ¿Te has enfrentado a estos desafíos en tus proyectos? ¡Comparte tu experiencia! ⬇️ #IA #MachineLearning #Innovación #IAparaTodos

🌟 ¡Estamos felices de anunciar que estaremos presentes en el próximo SAP NOW en Colombia este 12 de septiembre! 🇨🇴 SAP NOW es un evento que reúne anualmente a la comunidad SAP de diferentes países para compartir conocimientos, experiencias y las mejores prácticas. Es una oportunidad única para conectar con pares de la industria y expertos de SAP, explorando juntos las últimas innovaciones y tendencias. 🔗 Para asegurarte de no perderte nada, mira el cronograma completo aquí https://accntu.re/4dNRr59 #SAPNOW

Create solutions to help the automotive industry improve operations and customer experiences. Join our Strategy & Consulting team and build a thriving career: https://accntu.re/4cX3MCX [Image Description: A room with a digital car and server storage. The car is transparent and has a blue and pink wireframe. The text reads: "Co-create robust strategies and business models that drive growth in the automotive industry. Learn more about our consulting careers. Work at the heart of change." Accenture's "Greater Than" logo is displayed in the top left corner.]

Unilever is on a mission to advance #GenAI scalability with #Accenture. And Accenture's GenWizard AI platform, equipped with over 350 patents and ready-to-use tools, is playing a pivotal role in this endeavor. This collaboration has already seen the successful deployment of 500 #AI applications and we’re excited to see what the future holds. Learn more: https://accntu.re/3TjbmRo

From sea to air to road, Bayer's logistics operations are now more streamlined and transparent than ever. Their new cloud-based platform allows for near-time tracking and proactive shipment management. This improvement has cut costs for shipping outside the country by 12–15% in just two years and made it easier to deliver life-saving products to customers. Learn more: https://accntu.re/3z6oZfK

Meet Ruchi Soni, our Snowflake Global Practice Lead at Accenture. With 18 dedicated years at Accenture, she specializes in digital transformations and cloud apps. Join her and top minds in our Data & AI team to propel into the future. Apply now: https://accntu.re/4bhLrAA #AccentureCareers #Data

Effective metrics keep CISOs and senior leaders informed about cybersecurity risks and accountability. #Accenture uses clear, concise metrics to measure security across all areas, ensuring leaders get the right insights for action. Learn more about their strategy here: https://accntu.re/3Tmh3Oq

Calling Salesforce specialists to join Accenture’s global team! If you're passionate about using Salesforce to change how businesses work and give customers great experiences, this job is for you. Apply now and be part of the innovative and inclusive work culture here at Accenture: Singapore: https://accntu.re/4dUeM4D Malaysia: https://accntu.re/3yRmr4Y Thailand: https://accntu.re/3MhBp7r Indonesia: https://accntu.re/3MiE94v #LetThereBeChange #AccentureCareers [Image Description: This image depicts a cheerful woman with long hair highlighted in purple, wearing spectacles and smiling directly at the camera. Against a vibrant purple background, the text overlay reads, "Craft the Salesforce magic. Join our Architectural team. Work at the heart of change." The Accenture "Greater Than" logo is prominently displayed in the top left corner.]

Digitized learning strategies strengthen an organization’s people and their ability to excel. See how our consultants guide this process of change. Visit our Strategy & Consulting careers page to view and apply for open roles. https://accntu.re/4dPN9ty #AccenturePH

According to JLL’s latest sector report, data creation is expected to increase at a 23% compound annual growth rate through 2030. What does this demand mean for the workforce and for power grids? Find out: https://accntu.re/3MxXaju #Infrastructure #CapitalProjects