SKU/Artículo: AMZ-B0F84KNGV1
LEARN LIGHTGBM: Build Accurate Models with Scalable Machine Learning (AI & Machine Learning ENG)
Format:
Hardcover
Detalles del producto
Disponibilidad:
En stock
En stock
Peso con empaque:
0.33 kg
0.33 kg
Devolución:
Sí
Sí
Condición
Nuevo
Nuevo
Producto de:
Amazon
Amazon
Viaja desde
USA
USA
Sobre este producto
- LEARN LIGHTGBM Build Accurate Models with Scalable Machine LearningThis book is ideal for students, data scientists, machine learning engineers, and analysts who want to master LightGBM with practical application in corporate environments. You will learn how to prepare data, optimize hyperparameters, and integrate models with leading market tools such as AWS, Azure, Google Cloud, MLflow, Optuna, and Docker. Explore concepts like boosting, leaf-wise tree growth, GPU acceleration, automated tuning, and cross-platform deployment.Includes:• Installation and configuration of LightGBM on Windows, Linux, and cloud environments• Dataset preparation using Pandas, NumPy, and integration with Spark• Advanced hyperparameter optimization with Optuna and Hyperopt• Experiment tracking and monitoring with MLflow• Production deployment using Flask, FastAPI, Docker, and CI/CD pipelines on AWS and AzureBy the end, you will be equipped to build high-performance machine learning models ready to run in enterprise and global cloud solutions.lightgbm, aws, azure, google cloud, mlflow, optuna, docker, ci/cd pipelines, gpu acceleration, machine learning in production
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AR$73.602
60% OFF
AR$29.441
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