Mastering Data Science : A Comprehensive Hands-on Guide

Language: English

Published by Independently Published Jan 2025, 2025

9798308675037

  • Softcover
  • New
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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

Condition: New

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Neuware - 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.…

Seller Inventory # 9798308675037

Title
Mastering Data Science : A Comprehensive Hands-on Guide
Author
Sk Singh
Publisher
Independently Published Jan 2025
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 13
9798308675037
Item weight
1,068 grams
Dimensions
279x216x24 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item7 to 10 business days5 to 7 business days
First itemUS$ 47.56US$ 64.73
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AHA-BUCH GmbH

Garlebsen 48
Einbeck, Germany 37574