Name: Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API (en Inglés)
SKU: 69252336
Price: 789.68 MXN
Availability: InStock
Author: Hussain, Monowar
ISBN: 9798162642848

portada Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API (en Inglés)

Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API (en Inglés)

Formato

Libro Físico

Editorial

Independently published

Autor

Hussain, Monowar

Idioma

Inglés

N° páginas

138

Encuadernación

Tapa Blanda

ISBN13

9798162642848

Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API (en Inglés)

Hussain, Monowar (Autor) · Independently published · Tapa Blanda

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Reseña del libro "Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API (en Inglés)"

Learn machine learning by building it. Practical Machine Learning with Python takes you from your first model to a deployed API in 12 short units. Every Python example was run, and the outputs shown are real. Inside: Data preparation, regression, classification, clustering and model tuning with scikit-learn Neural networks with Keras, plus NLP, embeddings and a small RAG pipeline for large language models Forecasting, recommenders, anomaly detection, calibration and A/B testing SQL for ML, Git, experiment tracking, Docker and a complete customer-churn project served as an API Recap and practice questions after every topic, and interview questions with answers Who it is for: students, self-learners and working professionals who know basic Python and want hands-on practice. Where a simple baseline beats a fancier model, the book says so. Version note: examples were tested with Python 3.12, scikit-learn 1.8 and Keras 3 on TensorFlow 2.