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Item #:
102327247
Introduction to Scientific Programming with Python Simula SpringerBriefs on Computing, 6 1st ed. 2020 Edition
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Item #:
102327247
XCD 142
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This open access book offers an initial introduction to programming for scientific and computational applications using Python.
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What Stands Out
Practical Focus
This book emphasizes hands-on programming experience, making complex scientific concepts accessible for beginners while developing critical problem-solving skills through practical examples and exercises using Python.
Comprehensive Coverage
Covers a wide range of scientific programming topics, from basic Python syntax to advanced libraries, ensuring readers gain a solid foundation for applying programming in various scientific fields.
User-Friendly Format
Designed for clarity and ease of understanding, with structured chapters and clear explanations, this guide caters to both students and professionals looking to improve their programming skills systematically.
Product Details
| Publisher | Springer |
| Publication date | July 2, 2020 |
| Edition | 1st ed. 2020 |
| Language | English |
| Print length | 164 pages |
| ISBN-10 | 3030503550 |
| ISBN-13 | 978-3030503550 |
| Item Weight | 8.8 ounces (249.48 grams) |
| Dimensions | 6.1 x 0.37 x 9.25 inches (15.5 x 0.9 x 23.5 cm) |
| Part of series | Simula SpringerBriefs on Computing |
Who Should Buy?
-
Beginner Programmers
Ideal for individuals new to programming and want to learn Python through scientific applications and projects.
-
Students in Science
Perfect for science students looking to incorporate programming into their research, enhancing analytical skills effectively.
-
Educators and Trainers
Useful for educators seeking a structured resource to teach Python programming in scientific disciplines.
-
Advanced Programmers
Experienced Python developers may find the content too basic and lacking in advanced programming techniques.
Product Description
Introduction to Scientific Programming with Python Simula SpringerBriefs on Computing, 6 1st ed. 2020 Edition
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Customer Questions & Answers
-
Question:
What is 'Introduction to Scientific Programming with Python' about?
Answer: This book provides a comprehensive introduction to the principles and practices of scientific programming using Python. It covers fundamental programming concepts, data structures, and algorithms essential for scientific applications. Readers will learn how to write efficient code for tasks ranging from data analysis to simulation and modeling. This is particularly useful for students and professionals seeking to enhance their problem-solving skills using Python. -
Question:
Who is the target audience for this book?
Answer: The target audience includes undergraduate and graduate students in computer science, data science, and related fields, as well as professionals in academia and industry who are interested in applying programming skills to scientific research. Both novices and those with some programming experience will find this book beneficial, as it bridges the gap between programming fundamentals and real-world applications. -
Question:
What programming concepts does this book cover?
Answer: The book covers a range of programming concepts, including but not limited to variables, control structures, functions, data types, and object-oriented programming. Additionally, it introduces libraries and frameworks commonly used in scientific computing, such as NumPy and Matplotlib, enabling readers to perform advanced data manipulation and visualization efficiently. -
Question:
Is prior knowledge of Python required to understand this book?
Answer: No prior knowledge of Python is required, making it an ideal choice for beginners. The book starts with the basics of Python programming, gradually introducing more complex topics as readers advance. This step-by-step approach ensures that even those with little to no programming experience can grasp the material and apply it in practical scenarios. -
Question:
How can this book help in scientific research?
Answer: This book aids scientific research by teaching readers how to develop and implement computational models that can analyze data, simulate experiments, and visualize results. By mastering the programming techniques discussed in the book, researchers can automate their data processing tasks, enhance accuracy, and ultimately gain insights that can lead to breakthroughs in their respective fields. -
Question:
Does this book include practical examples and exercises?
Answer: Yes, 'Introduction to Scientific Programming with Python' is filled with practical examples, exercises, and real-world applications that illustrate the concepts presented. These exercises guide readers through the implementation of various scientific algorithms and projects, enhancing their understanding and providing hands-on experience critical for solidifying programming skills. -
Question:
Can this book be used for self-study?
Answer: Absolutely! The clear explanations, structured content, and practical exercises make it a suitable resource for self-study. Readers can progress at their own pace, refer back to challenging concepts, and apply what they've learned through exercises, thus becoming proficient in scientific programming with Python. -
Question:
What are the key benefits of using Python for scientific programming?
Answer: Python is praised for its simplicity, flexibility, and an extensive library ecosystem, making it an ideal language for scientific programming. It allows researchers and scientists to focus on solving problems rather than dealing with complex syntax. The availability of libraries like SciPy, Pandas, and Matplotlib enhances its capabilities, enabling efficient data manipulation, statistical analysis, and visualization. -
Question:
Where can I buy 'Introduction to Scientific Programming with Python' in Montserrat?
Answer: You can purchase 'Introduction to Scientific Programming with Python' from Ubuy in Montserrat. Ubuy offers a seamless shopping experience, allowing you to find this book along with various other titles and products. Their platform is user-friendly, making it easy to navigate and complete your transactions. -
Question:
What is the significance of scientific programming in data analysis?
Answer: Scientific programming plays a crucial role in data analysis as it equips users with the tools necessary to manipulate and interpret complex datasets. It allows for automation of repetitive tasks and enables the use of computational techniques to draw meaningful conclusions from data, leading to more informed decisions in research and industry.
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Pros
- Clear and concise explanations
- Practical examples provided
- Great for beginners
- Comprehensive coverage of topics
- Well-structured learning flow
Cons
- Some exercises may be challenging.
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Features & Benefits
- Ideal for beginners with little or no programming experience.
- Compact and example-based presentation style enhances understanding.
- Covers essential programming concepts: variables, functions, loops, and OOP.
- Equips readers with practical tools for data processing and mathematical modeling.
- Includes practical examples from mathematics and natural sciences.
- Serves as a solid foundation for further studies in computer science.
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