Tag: Preprocessing

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Publisher ‏ : ‎ O’Reilly Media; 2nd edition (September 5, 2023)
Language ‏ : ‎ English
Paperback ‏ : ‎ 413 pages
ISBN-10 ‏ : ‎ 1098135725
ISBN-13 ‏ : ‎ 978-1098135720
Item Weight ‏ : ‎ 1.45 pounds
Dimensions ‏ : ‎ 7 x 0.85 x 9.19 inches

Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

Are you looking to dive into the world of machine learning with Python? Look no further than the Machine Learning with Python Cookbook. This comprehensive guide offers practical solutions for every step of the machine learning process, from data preprocessing to deep learning.

Whether you are a beginner or an experienced data scientist, this cookbook has something for everyone. With over 100 recipes, you will learn how to clean and preprocess data, build and evaluate machine learning models, and implement deep learning techniques.

Some of the key topics covered in this cookbook include:

– Data preprocessing techniques such as scaling, encoding, and feature selection
– Building machine learning models using popular libraries like scikit-learn and TensorFlow
– Evaluating model performance with metrics like accuracy, precision, and recall
– Implementing deep learning models with frameworks like Keras and PyTorch

With the Machine Learning with Python Cookbook, you will have all the tools you need to start building and deploying machine learning models in Python. Whether you are looking to enhance your skills or tackle a specific problem, this cookbook has you covered. So why wait? Start your machine learning journey today with the Machine Learning with Python Cookbook.
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