Название: Supervised Machine Learning with Python: A Comprehensive guide to Supervised Learning for 2024Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2023
Страниц: 365
Язык: английский
Формат: pdf
Размер: 54.4 MB
Push the boundaries of Machine Learning with Python and elevate your data analysis skills to new heights!
'Supervised Machine Learning with Python' is the essential guide for professionals who have mastered the basics and are ready to dive into the more complex and powerful aspects of machine learning. If you were captivated by the top-selling introductory texts, this book is the perfect next step to satisfy your thirst for advanced knowledge.
With clear explanations, practical examples, and expert techniques, this book will help you unlock deeper insights from your data. Inside, you will find advanced strategies for model selection, feature engineering, and tuning that will enable you to achieve superior predictive performance.
Discover how to:
- Manipulate and prepare complex datasets for analysis
- Master sophisticated algorithms to solve real-world problems
- Enhance model accuracy through hyperparameter optimization
- Implement regularization techniques to prevent overfitting
- Streamline your machine learning pipeline for efficiency and clarity
'Supervised Machine Learning with Python' is specifically designed for professionals who are ready to use Python's powerful libraries, such as scikit-learn, pandas, and NumPy, to deploy models that can learn from data. You'll learn not only the theory behind the algorithms but also how to implement them in practice to solve the kind of data analytical problems you encounter every day.
In these pages, you will find advanced case studies that vividly illustrate the applications of supervised machine learning in various industries. Whether you work in finance, healthcare, retail, or any other field where data drives decisions, this book is tailored to help you add a new level of sophistication to your work.
Unlock the full potential of your data with 'Supervised Learning with Python' and take a decisive step towards becoming a more competent and competitive data analyst.
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