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- Python Programming for Biology
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منتج #:
36903223
Python Programming for Biology
87% من المشترين سيوصون بهذا المنتج لصديق
منتج #:
36903223
ILS 410
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This title will teach undergraduates, postgraduates and professionals working in the life sciences how to program with Python, a powerful, flexible and easy-to-use language.
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أبرز ما يلفت الانتباه
Biology Integration
Combines Python programming with biological concepts, enabling students to apply coding skills directly to real-world biological research challenges.
Beginner Friendly
Designed for novices, this book offers clear explanations and hands-on examples, making complex programming concepts accessible for biology students regardless of their prior experience.
Practical Applications
Focuses on practical exercises that prepare learners to solve bioinformatics problems, ensuring they can utilize Python skills in academic and professional settings effectively.
تفاصيل المنتج
- Do you have a biological question that could be readily answered by computational techniques, but little experience in programming? Do you want to learn more about the core techniques used in computational biology and bioinformatics? Written in an accessible style, this guide provides a foundation for both newcomers to computer programming and those interested in learning more about computational biology. The chapters guide the reader through: a complete beginners' course to programming in Python, with an introduction to computing jargon; descriptions of core bioinformatics methods with working Python examples; scientific computing techniques, including image analysis, statistics and machine learning. This book also functions as a language reference written in straightforward English, covering the most common Python language elements and a glossary of computing and biological terms. This title will teach undergraduates, postgraduates and professionals working in the life sciences how to program with Python, a powerful, flexible and easy-to-use language.
| Publisher | Cambridge University Press |
| Publication date | February 12, 2015 |
| Edition | 1st |
| Language | English |
| Print length | 722 pages |
| ISBN-10 | 0521720095 |
| ISBN-13 | 978-0521720090 |
| Item Weight | 3.04 pounds (1.38 kg) |
| Dimensions | 6.69 x 1.7 x 9.61 inches (17 x 4.3 x 24.4 cm) |
من يجب أن يشتري؟
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Biology Students
Undergraduates seeking to integrate programming skills into biological research and data analysis will find this book invaluable.
-
Data Analysts
Professionals analyzing biological data will benefit from practical Python programming skills tailored for biological applications.
-
Educators
Teachers looking for a structured approach to teach programming in biology courses can utilize this comprehensive guide.
-
Beginners in Python
Complete beginners without any programming knowledge may struggle with the concepts presented in this book.
وصف المنتج
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أسئلة العملاء & الإجابات
-
سؤال:
What is 'Python Programming for Biology 1st Edition' about?
إجابه: 'Python Programming for Biology 1st Edition' is an essential guide designed for biologists who are looking to leverage Python programming to analyze and interpret biological data. The book introduces fundamental programming concepts while applying them to real-world biological problems. By focusing on practical applications, it helps readers build a solid foundation in programming, empowering them to tackle data analysis, automate tasks, and develop custom scripts tailored for their research needs. -
سؤال:
Who is the target audience for this book?
إجابه: The book primarily targets biologists, researchers, and students interested in using Python for biological research. Whether you are a beginner with no prior programming experience or someone with basic coding skills, this book is suited for learners at various levels. It systematically builds your programming knowledge, helping you apply it to analyze biological datasets, making it a critical resource for scientists looking to enhance their computational skills in biology. -
سؤال:
What programming concepts are covered in this book?
إجابه: 'Python Programming for Biology 1st Edition' covers a variety of essential programming concepts such as data types, control structures, functions, and error handling. Additionally, it introduces libraries such as NumPy and Biopython that are particularly useful for biological data analysis. By combining theory with practical coding examples, readers learn how to apply programming concepts specifically in the context of biological data, bridging the gap between coding and biological inquiry. -
سؤال:
Are there exercises included to practice programming skills?
إجابه: Yes, the book includes numerous exercises and coding projects designed to reinforce the programming concepts discussed in each chapter. These exercises often relate directly to biological scenarios, allowing readers to apply what they've learned in a meaningful way. They provide an opportunity for hands-on practice, which is vital for mastering programming skills and ensuring that learners can effectively use Python in their biological research. -
سؤال:
Can this book be used for self-study?
إجابه: 'Python Programming for Biology 1st Edition' is excellent for self-study as it is structured to guide readers through programming concepts at their own pace. Each chapter builds upon the previous one, allowing individuals to learn progressively while providing clear explanations and examples. The self-contained nature of the content makes it accessible for those who prefer independent learning, while the exercises further enhance understanding and retention of programming skills relevant to biology. -
سؤال:
Is this book suitable for someone with no prior programming experience?
إجابه: Absolutely! The book is designed with beginners in mind and introduces programming concepts in a clear and straightforward manner. It assumes little to no prior knowledge, making it an ideal starting point for biologists new to coding. As readers progress, they will gradually build their skills, starting from the very basics of Python and advancing towards more complex programming techniques that they can apply to their biological research. -
سؤال:
What practical applications does this book offer for biological research?
إجابه: 'Python Programming for Biology 1st Edition' emphasizes practical applications such as data analysis, visualization of biological data, and automating repetitive tasks. For example, readers can learn to analyze genomic data, create visual representations of biological phenomena, or develop scripts that facilitate computational tasks in their research. These applications help bridge the gap between biological inquiry and computational skills, leading to more efficient and innovative research methodologies. -
سؤال:
What are some reviews or feedback about this book?
إجابه: Readers have praised 'Python Programming for Biology 1st Edition' for its approachable writing style and the practicality of its content. Many users appreciate its clear explanations and the integration of biological examples that make programming concepts relatable. Additionally, students and instructors alike find the exercises beneficial for reinforcing learning. Overall, the book receives positive feedback for effectively equipping biologists with essential programming skills necessary for modern research. -
سؤال:
How can this book help improve data analysis skills in biology?
إجابه: The book teaches readers how to utilize Python for efficient data manipulation and analysis, focusing on libraries and tools tailored for biological data. By following the step-by-step instructions and practical examples, users learn to perform advanced tasks like statistical analysis, data visualization, and bioinformatics. Such skills are crucial in today’s data-driven biological research environment, enabling scientists to draw meaningful conclusions from their data. -
سؤال:
Where can I buy 'Python Programming for Biology 1st Edition' in Palestine?
إجابه: You can purchase 'Python Programming for Biology 1st Edition' from Ubuy in Palestine. Ubuy offers a convenient online shopping experience, allowing you to find the book quickly and efficiently.
Python Editorial Review
Python Programming for Biology: Bioinformatics and Beyond 1st Edition is a helpful resource for anyone looking to understand and utilize Python programming in the field of biology. Despite some critiques of the book's use in certain courses, those who have successfully used the book found it to be easy to follow with clear explanations. Some reviewers noted bugs in the book that are concerning, but overall, its resources and examples make it a promising tool for those willing to spend time navigating the complexities of Python.
مراجعات العملاء وتقييماتهم
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4 نجمة
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2 نجمة
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1 نجمة
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إيجابيات
- Easy to follow
- Great explanations
- Helpful resource for studying and practicing genomic projects using Python
سلبيات
- Some modules don't install on certain versions of Python
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المميزات والفوائد
- Accessible guide for newcomers to programming and computational biology
- Complete beginners' course to programming in Python
- Describes core bioinformatics methods with Python examples
- Covers scientific computing techniques including image analysis and machine learning
- Functions as a language reference and covers common Python language elements
- Ideal for undergraduates, postgraduates, and professionals in life sciences
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