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Bioinformatics Programming Using Python: Practical Programming for Biological Data
88% of respondents would recommend this to a friend
MOP 520
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Bioinformatics Programming Using Python is perfect for anyone involved with bioinformatics -- researchers, support staff, students, and software developers interested in writing bioinformatics applications.
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What Stands Out
產品詳情
- Powerful, flexible, and easy to use, Python is an ideal language for building software tools and applications for life science research and development. This unique book shows you how to program with Python, using code examples taken directly from bioinformatics. In a short time, you'll be using sophisticated techniques and Python modules that are particularly effective for bioinformatics programming. Bioinformatics Programming Using Python is perfect for anyone involved with bioinformatics -- researchers, support staff, students, and software developers interested in writing bioinformatics applications. You'll find it useful whether you already use Python, write code in another language, or have no programming experience at all. It's an excellent self-instruction tool, as well as a handy reference when facing the challenges of real-life programming tasks. Become familiar with Python's fundamentals, including ways to develop simple applications Learn how to use Python modules for pattern matching, structured text processing, online data retrieval, and database access Discover generalized patterns that cover a large proportion of how Python code is used in bioinformatics Learn how to apply the principles and techniques of object-oriented programming Benefit from the tips and traps section in each chapter
| Publisher | O'Reilly Media |
| Publication date | January 19, 2010 |
| Edition | First Edition |
| Language | English |
| Print length | 521 pages |
| ISBN-10 | 059615450X |
| ISBN-13 | 978-0596154509 |
| Item Weight | 1.55 pounds (700 grams) |
| Dimensions | 7 x 1 x 9.19 inches (17.8 x 2.5 x 23.3 cm) |
Who Should Buy?
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Biology Students
Ideal for biology students aiming to enhance their programming skills for analyzing biological data effectively.
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Data Analysts
Perfect for data analysts in bioinformatics looking to apply Python for biological data interpretation and visualization.
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Researchers
Suitably designed for researchers needing practical programming guidance for bioinformatics projects and data manipulation.
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Total Beginners
Not suitable for absolute beginners in programming without a background in Python or bioinformatics concepts.
產品敘述
客戶問題與解答
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題:
What is the focus of 'Bioinformatics Programming Using Python'?
回答: The book primarily focuses on teaching bioinformatics programmers how to apply Python for solving biological problems. It provides examples and insights into manipulating biological data, performing sequence analysis, and developing tools to analyze genomic information. This is beneficial for practitioners looking to enhance their programming skills specifically for bioinformatics applications. -
題:
Who is the author of 'Bioinformatics Programming Using Python'?
回答: The author of 'Bioinformatics Programming Using Python' is Jason R. Stajich, a well-respected expert in the field of bioinformatics and computational biology. His expertise is reflected in the practical approach the book takes, presenting topics in an accessible manner tailored for researchers and students who aim to bridge the gap between biology and programming. -
題:
What programming knowledge do I need before reading this book?
回答: It's advantageous to have a basic understanding of programming concepts, particularly in Python, to fully benefit from 'Bioinformatics Programming Using Python'. Familiarity with data structures, functions, and libraries in Python will help you grasp the examples and exercises more effectively, making it easier to apply these skills in a biological context. -
題:
What can I expect to learn from this book?
回答: Readers can expect to learn key bioinformatics techniques, including sequence alignment, data visualization, and algorithm implementations in Python. The book includes practical examples, enabling readers to apply programming concepts directly to real-world biological challenges, which enhances their skills and understanding of computational biology. -
題:
Is this book suitable for beginners in bioinformatics?
回答: Yes, 'Bioinformatics Programming Using Python' is suitable for beginners. It assumes no prior knowledge in bioinformatics and gradually introduces concepts alongside programming principles. This makes it a great starting point for newcomers who wish to explore how programming is utilized in biological research and analysis. -
題:
Are there practical examples in the book?
回答: Absolutely! The book includes numerous practical examples that illustrate how to solve bioinformatics problems using Python. These real-life scenarios help readers understand the application of theoretical knowledge and encourage hands-on practice, making the learning process more effective and engaging. -
題:
Does the book cover any specific libraries for bioinformatics?
回答: Yes, the book discusses popular Python libraries used in bioinformatics, such as Biopython, Pandas, and NumPy. Each library is presented with examples highlighting its functionality in biological data processing and analysis, empowering readers to leverage these tools in their projects and research. -
題:
Can I use this book for self-study?
回答: Certainly! 'Bioinformatics Programming Using Python' is structured to facilitate self-study, providing clear explanations, exercises, and assessments at each chapter's end. This format encourages independent learning, helping you to develop skills and confidence in applying Python to bioinformatics tasks at your own pace. -
題:
What level of bioinformatics knowledge does this book assume?
回答: The book starts from the ground up and does not assume extensive prior knowledge in bioinformatics. It introduces foundational bioinformatics concepts while concurrently teaching programming in Python. This dual approach ensures readers gain a solid footing in both areas, making it readily accessible for novices and intermediate learners. -
題:
Where can I buy 'Bioinformatics Programming Using Python First Edition' in Macao?
回答: You can purchase 'Bioinformatics Programming Using Python First Edition' at Ubuy, an excellent platform offering a vast selection of books including this title. Ubuy provides convenient access to international shipping, competitive pricing, and promotional deals, ensuring you can get your hands on this essential resource for bioinformatics programming.
Software Development Editorial Review
**** The product in review, "Bioinformatics Programming Using Python," has garnered positive feedback from users who find it well-suited for beginners venturing into both programming and bioinformatics. Customers appreciate the clear explanations and the abundance of practical examples, highlighting its effectiveness as a learning tool. Those with some prior coding experience, particularly in Java, report a smoother experience with the material, indicating the book's focus on foundational concepts may pose challenges for absolute novices. Despite some critiques regarding the need for an expanded introductory section, users overwhelmingly underscore the text's value in targeting aspiring bioinformaticians. The book strategically progresses from basic data types and flow controls to more complex concepts like object-oriented programming, integrating useful code templates that aid newcomers in grasping essential data processing tasks. Its comprehensive coverage of utilities for managing and analyzing large datasets reflects the current demands of modern biological research, providing readers the skills they need to navigate beyond traditional spreadsheet methods. Although certain areas, such as numerical computing with libraries like NumPy or SciPy, are noted as lacking, the book still serves as an approachable gateway for those looking to employ Python in bioinformatics workflows. Additionally, the integration of graphical representation tools ensures readers leave with a foundational competence in presenting their findings effectively. Thus, this book is highly recommended for anyone eager to embark on the journey of processing biological data with Python. **
Customer Reviews & Ratings
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5 星
65%
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4 星
22%
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3 星
2%
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2 星
2%
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1 星
9%
評價此產品
與其他客戶分享您的想法
優點
- Clear explanations and comprehensive examples make it suitable for beginners.
- Effectively introduces core programming concepts with a focus on bioinformatics applications.
- Well-organized structure facilitates learning-by-doing for new programmers.
- Covers essential utilities for data processing, gathering, and visualization.
- Good balance of theory and practical skills for real-world biological data analysis.
缺點
- Could benefit from a longer introductory section for absolute novices.
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MOP 520
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特色和優勢
- Powerful, flexible, and easy to use Python for building software tools
- Program with Python using code examples from bioinformatics
- Ideal for those with no programming experience
- Learn Python fundamentals and object-oriented programming techniques
- Discover Python modules for various bioinformatics tasks
- Benefit from the tips and traps section in each chapter
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