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Python Machine Learning By Example: Unlock machine learning best practices with real-world use cases - Softcover
- PublisherPackt Publishing
- Publication date2024
- ISBN 10 1835085628
- ISBN 13 9781835085622
- BindingPaperback
- LanguageEnglish
- Edition number4
- Number of pages518
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Python Machine Learning By Example - Fourth Edition: Unlock machine learning best practices with real-world use cases
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Python Machine Learning By Example - Fourth Edition: Unlock machine learning best practices with real-world use cases (Paperback or Softback)
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Packt Publishing 7/31/2024, 2024
ISBN 10: 1835085628
ISBN 13: 9781835085622
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Paperback or Softback. Condition: New. Python Machine Learning By Example - Fourth Edition: Unlock machine learning best practices with real-world use cases 1.94. Book. Seller Inventory # BBS-9781835085622
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Python Machine Learning By Example: Unlock machine learning best practices with real-world use cases
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Python Machine Learning By Example - Fourth Edition: Unlock machine learning best practices with real-world use cases
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Python Machine Learning By Example (Paperback)
Published by
Packt Publishing Limited, Birmingham, 2024
ISBN 10: 1835085628
ISBN 13: 9781835085622
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Paperback. Condition: new. Paperback. Author Yuxi (Hayden) Liu teaches machine learning from the fundamentals to building NLP transformers and multimodal models with best practice tips and real-world examples using PyTorch, TensorFlow, scikit-learn, and pandasKey FeaturesDiscover new and updated content on NLP transformers, PyTorch, and computer vision modelingIncludes a dedicated chapter on best practices and additional best practice tips throughout the book to improve your ML solutionsImplement ML models, such as neural networks and linear and logistic regression, from scratchPurchase of the print or Kindle book includes a free PDF copyBook DescriptionThe fourth edition of Python Machine Learning By Example is a comprehensive guide for beginners and experienced machine learning practitioners who want to learn more advanced techniques, such as multimodal modeling. Written by experienced machine learning author and ex-Google machine learning engineer Yuxi (Hayden) Liu, this edition emphasizes best practices, providing invaluable insights for machine learning engineers, data scientists, and analysts.Explore advanced techniques, including two new chapters on natural language processing transformers with BERT and GPT, and multimodal computer vision models with PyTorch and Hugging Face. Youll learn key modeling techniques using practical examples, such as predicting stock prices and creating an image search engine.This hands-on machine learning book navigates through complex challenges, bridging the gap between theoretical understanding and practical application. Elevate your machine learning and deep learning expertise, tackle intricate problems, and unlock the potential of advanced techniques in machine learning with this authoritative guide.What you will learnFollow machine learning best practices throughout data preparation and model developmentBuild and improve image classifiers using convolutional neural networks (CNNs) and transfer learningDevelop and fine-tune neural networks using TensorFlow and PyTorchAnalyze sequence data and make predictions using recurrent neural networks (RNNs), transformers, and CLIPBuild classifiers using support vector machines (SVMs) and boost performance with PCAAvoid overfitting using regularization, feature selection, and moreWho this book is forThis expanded fourth edition is ideal for data scientists, ML engineers, analysts, and students with Python programming knowledge. The real-world examples, best practices, and code prepare anyone undertaking their first serious ML project. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781835085622
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Python Machine Learning By Example: Unlock machine learning best practices with real-world use cases
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Python Machine Learning By Example: Unlock machine learning best practices with real-world use cases
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Python Machine Learning By Example - Fourth Edition: Unlock machine learning best practices with real-world use cases
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Python Machine Learning By Example: Unlock machine learning best practices with real-world use cases
Published by
Packt Publishing Limited, 2024
ISBN 10: 1835085628
ISBN 13: 9781835085622
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Python Machine Learning By Example - Fourth Edition: Unlock machine learning best practices with real-world use cases
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