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portada Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API
Type
Physical Book
Publisher
Author
Language
English
Pages
138
Format
Paperback
ISBN13
9798162642848

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

Hussain, Monowar (Author) · Independently published · Paperback

Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API - Hussain, Monowar

New Book Imported to Netherlands
Delivery: 30 Oct - 03 Nov Shipping: 5 to 6 business days.
€ 28,15
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Synopsis "Practical Machine Learning with Python: An Illustrated Hands-On Guide: From Your First Model to a Deployed API"

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.

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