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- Principles of Data Science with Python: Intro...
Principles of Data Science with Python: Introduction to Scientific Computing, Data Analysis, and Data Visualization
CRC 22880
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Unlock the power of data with practical Python programming for scientific computing, data analysis, and visualization.
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Detalles de producto
- In this book, readers learn about:• Programming with the Python language• Scientific computing, data analysis, and data visualization with Python• Data structure in Python• NumPy library and NumPy arrays• Statistical functions• Pandas library and Pandas DataFrames• Time-series in Python• Matplotlib library and data visualization• SciPy library• Interpolation, curve fitting, root finding, and numerical integration• Signal processing and digital filtering• Reading and writing data filesPlease note that this book focuses on scientific computing and data analysis and DOES NOT cover machine learning or artificial intelligence topics.
| Publisher | Arash Karimpour |
| Publication date | July 31, 2020 |
| Language | English |
| Print length | 544 pages |
| ISBN-10 | 1735241008 |
| ISBN-13 | 978-1735241005 |
| Item Weight | 2.53 pounds (1.15 kg) |
| Dimensions | 7.5 x 1.23 x 9.25 inches (19.1 x 3.1 x 23.5 cm) |
Who Should Buy?
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Aspiring Data Scientists
Ideal for beginners seeking foundational knowledge in data science using Python for practical applications and theoretical insights.
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Students and Educators
Perfect for academic settings, providing structured lessons and exercises in data analysis and visualization techniques.
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Professionals Transitioning Fields
Beneficial for individuals switching to data-centric careers, offering essential skills applicable in various industries.
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Advanced Data Scientists
Not suitable for experts as it may lack advanced techniques and depth required for seasoned professionals.
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Preguntas y respuestas de los clientes
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Pregunta:
What programming language does the book focus on?
Respuesta: The book focuses on programming with the Python language. -
Pregunta:
Does this book cover machine learning topics?
Respuesta: No, the book does not cover machine learning or artificial intelligence topics. -
Pregunta:
What libraries will I learn about in this book?
Respuesta: You will learn about libraries such as NumPy, Pandas, Matplotlib, and SciPy.
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CRC 22880
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características y beneficios
- Learn Python programming for data science applications.
- Master scientific computing and data visualization techniques.
- Explore the functionalities of libraries like NumPy, Pandas, and Matplotlib.
- Understand statistical functions and time-series analysis.
- Gain hands-on experience with interpolation, curve fitting, and numerical integration.
- Focus on practical data manipulation without machine learning or AI content.
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