- Published Year: 2023
- Page count: 467
- File Size: 9 Mb
- Language: English
- Published by: Wiley-Scrivener
- Visited by: 6
- Rating/Review: 4.6
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ISBN:
9781394213146
9781394213085
9781394213092
Python for Data Science For Dummies, 3rd Edition
4.6
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Each download or ask from book AI costs 2 points. To earn more free points, please visit the Points Guide Page and complete some valuable actions.Welcome to an enlightening journey through the world of data science with the precise power of Python! "Python for Data Science For Dummies, 3rd Edition" is your authoritative guide to becoming adept at data science using one of the most versatile and popular programming languages available today. Whether you are a seasoned professional or a complete novice to the world of data analytics, this book aims to make the complex universe of data science approachable and understandable.
Summary of the Book
"Python for Data Science For Dummies, 3rd Edition" serves as a comprehensive introduction to the realm of data science, delivered with clarity and insight. The book starts with the essentials of Python language constructs, setting the stage by covering variables, basic data types, and essential operations. Progressively, it introduces you to libraries like NumPy and pandas which are critical for data manipulation and analysis.
As you progress, you delve into data visualization with tools such as Matplotlib and Seaborn, allowing you to uncover stunning graphical representations of your data. The book also introduces machine learning with scikit-learn, providing you with a thorough understanding of supervised and unsupervised learning, and how to apply them to real-world scenarios. The later chapters incorporate deep learning with libraries such as TensorFlow, addressing how modern neural networks are changing the data science landscape.
Key Takeaways
- Master Python: Gain a solid foundation in Python programming tailored for executing data science projects with confidence and competence.
- Data Manipulation: Handle complex datasets using pandas and NumPy to perform thoughtful data operations and analysis.
- Data Visualization: Create impactful visualizations that communicate your findings clearly using Matplotlib and Seaborn.
- Machine Learning and AI: Understand the core concepts of machine learning and artificial intelligence, and apply them using scikit-learn and TensorFlow.
- Real-world Applications: Apply your skills to real-life data science projects with practical examples and exercises included throughout the book.
Famous Quotes from the Book
"Data science isn't about the data. It's about the understanding that comes from the data."
"In Python, simplicity doesn't come at the expense of power. It enhances the power by making it accessible."
Why This Book Matters
"Python for Data Science For Dummies, 3rd Edition" stands out because it demystifies the complexities of data science in a structured, digestible way. As data-driven decision-making becomes integral across industries, acquiring data science skills is more crucial than ever. This book equips readers with the ability to analyze, visualize, and make predictions based on data, thus opening doors to careers in diverse fields, from finance to healthcare.
The book's strength lies in its approachable language and step-by-step instruction that caters to individuals with varying levels of experience. With Python being an essential language in the data science toolkit, this book ensures that you are not just learning Python, but applying it efficiently to harness the potential of data. The hands-on examples prepare you to tackle your own data analysis challenges, making it a valuable resource now and in the future.
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