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Item #:
34894596
Applying Math with Python: Practical recipes for solving computational math problems using Python programming and its libraries
86% of respondents would recommend this to a friend
Item #:
34894596
SRD 2151
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Discover easy-to-follow solutions and techniques to implement applied mathematical concepts using Python's numeric and scientific libraries
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What Stands Out
Hands-On Recipes
Provides practical, step-by-step recipes that enable users to tackle real-world computational math problems efficiently using Python, making complex concepts accessible to learners and professionals alike.
Diverse Libraries
Leveraging a variety of Python libraries, the book equips readers with tools that enhance computational capabilities, thereby addressing a broad spectrum of mathematical challenges in effective and innovative ways.
Targeted Audience
Designed for both beginners and seasoned programmers, it offers insights tailored to users looking to enhance their mathematical problem-solving skills through programming, ensuring a valuable resource for diverse learning backgrounds.
Product Details
- Learn how to implement applied mathematical concepts using Python programming and its libraries
- Compute complex mathematical problems using step-by-step recipes
- Discover techniques for solving equations, probability, calculus, graph theory, optimization, and geometry
- Gain practical coding solutions for computational mathematics and data science problems
- Explore basic packages, tools, and libraries for solving mathematical problems in Python
- Suitable for professional programmers and students with basic knowledge of mathematics
| Publisher | Packt Publishing |
| Publication date | July 31, 2020 |
| Language | English |
| Print length | 358 pages |
| ISBN-10 | 1838989757 |
| ISBN-13 | 978-1838989750 |
| Item Weight | 1.36 pounds (620 grams) |
| Dimensions | 7.5 x 0.81 x 9.25 inches (19.1 x 2.1 x 23.5 cm) |
Who Should Buy?
-
Students in STEM
Ideal for students studying science, technology, engineering, or mathematics who want to improve computational skills.
-
Data Analysts
Helpful for data analysts needing to apply mathematical concepts using Python for data processing and statistical analysis.
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Python Beginners
Beginners in Python seeking practical applications of math in programming will benefit from its recipe-style approach.
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Advanced Mathematicians
Not suitable for highly advanced mathematicians who require in-depth theoretical exploration of complex mathematical concepts.
Product Description
Applying Math with Python: Practical recipes for solving computational math problems using Python programming and its libraries
Have any Query? Chat with us
Customer Questions & Answers
-
Question:
What is the main focus of 'Applying Math with Python'?
Answer: The book primarily focuses on leveraging Python programming to solve computational math problems. It covers various mathematical concepts while demonstrating their application through practical recipes that users can implement in real-world scenarios. This hands-on approach helps learners not only understand theoretical math but also apply these concepts effectively using Python libraries, making it a valuable resource for students, educators, and professionals looking to enhance their computational skills. -
Question:
Who is the target audience for this book?
Answer: The target audience for 'Applying Math with Python' includes students studying mathematics, computer science professionals, and educators looking to incorporate computational methods into their teaching. The book is suitable for those who possess a basic understanding of Python and wish to deepen their knowledge in applying mathematical concepts programmatically. It serves as a bridge for beginners to advanced learners, providing practical insights into computational problem-solving. -
Question:
What Python libraries are covered in the book?
Answer: The book presents several popular Python libraries such as NumPy, SciPy, and Matplotlib, which are essential for performing mathematical calculations, visualizing data, and implementing algorithms. These libraries are integral for tackling various computational math problems, such as numerical analysis, optimization, and data visualization. Readers will learn how to utilize these powerful tools to enhance their programming skills and apply them in practical contexts. -
Question:
Can beginners effectively use this book?
Answer: Yes, beginners can effectively use 'Applying Math with Python' as it starts with fundamental concepts and gradually progresses to more complex topics. The book includes step-by-step instructions and code examples that guide readers through the computational problem-solving process. Additionally, it encourages practical application, allowing new learners to experiment and build confidence in their programming and mathematical abilities. -
Question:
Are there any prerequisites to read this book?
Answer: While 'Applying Math with Python' is aimed at those with a basic understanding of Python programming, readers should also have a fundamental grasp of high school-level mathematics. Comfort with basic programming concepts and mathematical principles will enhance the learning experience, enabling readers to tackle the recipes and apply the techniques discussed. However, any motivated learner willing to explore the subject matter will find value in the book. -
Question:
What kind of practical problems does the book address?
Answer: The book addresses a variety of practical problems ranging from simple calculations to complex data analyses. It includes recipes for statistical analysis, data visualization, and algorithm development, making it applicable in fields such as data science, engineering, and economic modeling. By following the hands-on examples, readers can see how these concepts translate into solving real-world issues, fostering a deeper understanding of computational applications. -
Question:
How does the book enhance programming skills?
Answer: The book enhances programming skills by providing practical coding exercises alongside mathematical theories. Readers will learn how to write efficient Python code to solve complex problems, understand the intricacies of various algorithms, and apply best practices in programming. This combination of mathematical insight and programming proficiency allows readers to not only improve their coding abilities but also apply their knowledge to innovative solutions in various fields. -
Question:
Does the book provide examples or case studies?
Answer: Yes, 'Applying Math with Python' is rich with examples and case studies that illustrate the application of mathematical concepts in solving computational problems. These real-life scenarios help readers relate the material to practical situations they might encounter in their careers or studies. By analyzing these examples, readers gain insights into effective problem-solving techniques and how to implement them using Python. -
Question:
How is the content structured in the book?
Answer: The content in 'Applying Math with Python' is structured logically, starting with fundamental concepts and progressively delving into more advanced topics. Each chapter typically begins with a theoretical explanation, followed by practical coding examples and exercises that reinforce the concepts discussed. This structure supports learners in building their knowledge step-by-step, making it easier to digest complex ideas and apply them effectively using Python. -
Question:
Where can I buy 'Applying Math with Python' in Suriname?
Answer: You can purchase 'Applying Math with Python: Practical recipes for solving computational math problems using Python programming and its libraries' through Ubuy in Suriname. Ubuy offers a wide variety of books and materials, ensuring you have access to this insightful resource. Simply visit their website, search for the book title, and follow the steps to secure your copy, allowing you to explore the exciting intersection of mathematics and programming.
Algorithms Editorial Review
Applying Math with Python: Practical recipes for solving computational math problems using Python programming and its libraries is a thorough resource for those in engineering, finance, and medical fields. Readers have found the book particularly beneficial for its in-depth coverage of libraries such as pandas, numpy, sympy, and scipy, which are crucial for tackling mathematical problems effectively. Many reviews highlight its straightforward approach to complex topics like optimization, linear algebra, and calculus, making it an excellent read for both beginners and experienced practitioners. While some users noted the need for more guidance on memory management in larger projects, the book remains a solid recommendation for anyone looking to deepen their understanding of the math behind machine learning and its applications in Python.
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Pros
- In-depth coverage of Python libraries for math and stats
- Great for engineering, finance, and medical applications
- Straightforward explanations of complex mathematical concepts
- Useful for ML practitioners needing efficient code
- Includes practical examples for real-world applications
Cons
- Could include more on memory management best practices
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SRD 2151
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Features & Benefits
- Learn to solve complex mathematical problems using Python programming
- Explore techniques to solve computational mathematical problems
- Understand applied mathematics core concepts
- Choose the most suitable package, tool or technique to solve a problem
- Implement basic mathematical plotting and probability theory
- For advanced programmers and students with basic mathematics knowledge
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