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Artículo: AMZ-B0DVC56MRM
Mastering Data Science: A Comprehensive Hands-on Guide
Format:
Paperback
Detalles del producto
Disponibilidad
En stock
En stock
Peso con empaque
1.14 kg
1.14 kg
Devolución
Sí
Sí
Condición
Nuevo
Nuevo
Producto de
Amazon
Amazon
Viaja desde
USA
USA
Sobre este producto
- In the era of data-driven decision-making, Mastering Data Science: A Comprehensive Hands-On Guide serves as an essential resource for aspiring and experienced data scientists alike. Whether you're just getting started or looking to sharpen your skills, this book provides a structured, practical, and hands-on approach to mastering data science. A companion GitHub repository is provided, containing source code used in the book.What You Will Learn:📌 Foundations of Python for Data Science – Understand the fundamentals of Python, control flow, functions, and essential libraries like NumPy and pandas. 📌 Data Preparation & Exploratory Data Analysis (EDA) – Learn techniques for data cleaning, handling missing values, feature engineering, and uncovering insights using visualization tools like Matplotlib and seaborn. 📌 Statistics and Mathematics for Data Science – Master descriptive and inferential statistics, probability, hypothesis testing, and essential mathematical concepts like linear algebra and calculus. 📌 Machine Learning Fundamentals – Dive deep into supervised and unsupervised learning, regression, classification, clustering, and model evaluation with scikit-learn. 📌 Advanced Topics in Data Science – Explore big data technologies, deep learning with TensorFlow, natural language processing (NLP), and time series forecasting. 📌 Real-World Applications & Model Deployment – Learn how to structure a data science project, implement end-to-end solutions, and deploy machine learning models using Flask and Streamlit. 📌 Career Preparation & Best Practices – Build a strong data science portfolio, prepare for interviews, and stay updated with industry trends.Why This Book?✅ Hands-on Learning – Step-by-step practical examples, case studies, and real-world datasets. ✅ Comprehensive Coverage – A well-structured curriculum covering everything from Python basics to advanced AI techniques. ✅ Expert Guidance – Best practices, optimization tips, and troubleshooting advice for data science workflows. ✅ Career-Oriented – Guidance on portfolio building, certifications, and interview preparation.Whether you're an aspiring data scientist, a software engineer transitioning to data science, or a professional looking to upskill, Mastering Data Science is your ultimate companion for excelling in this field.
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