Hyperparameter Tuning

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Optimización de Redes Neuronales Profundas (Coursera)

Este curso se centrará en la optimización de Redes Neuronales Profundas, cambiando la idea de que todo el proceso es una “caja negra”. Comprenderá qué impulsa el rendimiento y podrá obtener mejores resultados de manera más sistemática. Entenderá cómo optimizar los principales Hiperparámetros y su implementación. Además, aprenderá nuevos [...]

Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)

Nov 28th 2022
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
Course Auditing
Categories
Effort
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In the third course of the Practical Data Science Specialization, you will learn a series of performance-improvement and cost-reduction techniques to automatically tune model accuracy, compare prediction performance, and generate new training data with human intelligence. After tuning your text classifier using Amazon SageMaker Hyper-parameter Tuning (HPT), you [...]
Nov 28th 2022
Course Auditing
42.00 EUR/month

Predicting Wine Quality with Random Forest and Scikit-Learn (Coursera)

In real life we face various classification problems, such as predicting whether an email is spam or not, or whether a credit card transaction is fraudulent or not, or what label the mobile phone should assign to the image it focuses on, perhaps a flower, a dog, a person [...]