Python for Machine Learning & Data Science: Utilize Python for machine learning and data science projects
商品資訊
ISBN13：9798287613716
出版社：Independently published
作者：Caden Hawthorne
出版日：2025/06/10
裝訂：平裝
規格：22.9cm*15.2cm*1cm (高/寬/厚)
重量：254克
商品簡介
Leverage the Power of Python to Build Intelligent, Data-Driven Applications
Python has become the go-to language for both machine learning and data science - and this book shows you why.
Whether you're a beginner or an experienced programmer, this practical guide helps you master the tools and techniques needed to transform raw data into actionable insights and intelligent systems.
Through hands-on projects and step-by-step examples, you'll learn how to use Python libraries such as NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, and PyTorch to build real-world machine learning and data science solutions.
What You'll Learn:✅ Setting up your Python data science environment
✅ Data wrangling, cleaning, and visualization
✅ Supervised & unsupervised machine learning algorithms
✅ Deep learning with TensorFlow & PyTorch
✅ Natural Language Processing (NLP) basics
✅ Model evaluation and hyperparameter tuning
✅ Feature engineering and data preprocessing
✅ Deployment of machine learning models
✅ Best practices for scalable, production-ready projects
Whether your goal is to analyze data, build intelligent applications, or launch a career in AI, this book will give you the tools and confidence to turn your ideas into reality.
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