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40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python
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This book will help you not only to develop the skills to select and use an algorithm to solve real-world problems but also to understand how it works.
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Dettagli del prodotto
- Learn 40 essential algorithms for problem-solving and coding efficiency
- Explore a wide range of algorithms, including machine learning and cryptography
- Understand algorithm design techniques and implementation in Python with practical examples
- Discover applications such as fraud detection, weather prediction, and recommendation engines
- Ideal for programmers with Python experience seeking to enhance their algorithmic skills
- Comprehensive coverage of data structures, sorting, graph algorithms, and practical considerations
| Publisher | Packt Publishing |
| Publication date | June 12, 2020 |
| Edition | Illustrated |
| Language | English |
| Print length | 382 pages |
| ISBN-10 | 1789801214 |
| ISBN-13 | 978-1789801217 |
| Item Weight | 1.44 pounds (650 grams) |
| Dimensions | 7.5 x 0.87 x 9.25 inches (19.1 x 2.2 x 23.5 cm) |
A chi è consigliato?
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Aspiring Programmers
New programmers seeking to enhance their algorithmic skills for better problem-solving and coding efficiency in Python.
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Coding Interview Candidates
Individuals preparing for technical interviews that require a strong understanding of algorithms and their practical applications.
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Computer Science Students
Students studying computer science and need to grasp various algorithms as part of their academic curriculum.
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Advanced Developers
Experienced developers who already possess extensive knowledge of algorithms may find the content too basic or redundant.
DESCRIZIONE DEL PRODOTTO
40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python
Domande e risposte dei clienti
-
Domanda:
What is the main focus of '40 Algorithms Every Programmer Should Know'?
Risposta: The book focuses on enhancing problem-solving skills through understanding and implementing various algorithms in Python. It covers fundamental algorithms that are essential for every programmer, ranging from sorting and searching to more complex concepts like graph algorithms and dynamic programming. This knowledge equips programmers with the tools needed to tackle diverse coding challenges encountered in software development and competitive programming. -
Domanda:
Who is the target audience for this book?
Risposta: The primary audience for this book includes aspiring programmers, computer science students, and seasoned developers looking to refine their algorithmic skills. Beginners can build a strong foundation in algorithm design, while experienced coders can update their knowledge with advanced techniques. It's particularly useful for those preparing for technical interviews or enhancing their programming proficiency for real-world applications. -
Domanda:
How does this book help in learning algorithms?
Risposta: This book breaks down complex algorithms into understandable segments, providing step-by-step implementation guides in Python. Each algorithm is explained with clarity, accompanied by examples and practical exercises. Readers can apply these algorithms directly in coding projects or competitions, reinforcing their understanding and boosting their coding capabilities. -
Domanda:
What programming language does this book emphasize?
Risposta: The book emphasizes Python as the primary programming language for implementing algorithms. Python is chosen for its simplicity and readability, making it easier for learners to grasp algorithmic concepts without getting bogged down in complicated syntax. This choice also allows readers to quickly prototype and test algorithms, facilitating a smoother learning experience. -
Domanda:
Can beginners benefit from this book despite having no prior knowledge?
Risposta: Yes, beginners can indeed benefit from this book. It starts with foundational concepts and gradually progresses to more advanced topics, ensuring a comprehensive understanding of algorithms. The inclusion of practical examples and clear explanations helps newcomers develop confidence as they learn how to implement these algorithms in real coding scenarios. -
Domanda:
What types of algorithms are covered in the book?
Risposta: The book covers a wide range of algorithms, including but not limited to sorting and searching algorithms, graph algorithms, dynamic programming strategies, and data structure algorithms. Each type is chosen for its fundamental importance in programming and its applicability in solving common computational problems, thereby providing readers with a robust toolkit for various programming tasks. -
Domanda:
Are there any hands-on projects included in this book?
Risposta: While the book primarily focuses on explaining algorithms, it also incorporates hands-on coding exercises and projects at the end of each chapter. These practical components allow readers to apply the algorithms they've learned in real-world scenarios, reinforcing their understanding and providing immediate application, which is crucial for skill retention. -
Domanda:
How can mastering these algorithms positively impact my coding career?
Risposta: Mastering the algorithms presented in this book can greatly enhance your problem-solving skills, making you a more effective programmer. As algorithms are foundational to computer science, understanding them can lead to better job performance, and increase your competitiveness in job interviews and technical assessments. Moreover, strong algorithmic skills often correlate with opportunities in fields such as data analysis, machine learning, and software development. -
Domanda:
Is this book suitable for preparing for coding interviews?
Risposta: Absolutely! This book is an excellent resource for coding interview preparation as it covers a variety of algorithms commonly encountered in technical interviews. By studying the algorithms and practicing their implementations, readers gain valuable insights that can help them perform confidently during coding assessments and interviews with tech companies. -
Domanda:
Where can I buy '40 Algorithms Every Programmer Should Know'?
Risposta: You can buy '40 Algorithms Every Programmer Should Know' on Ubuy in San Marino. Ubuy is a reliable e-commerce platform that offers a wide selection of books, including this one, making it convenient for users to find and purchase the titles they need. With efficient browsing and purchasing options, Ubuy ensures that you can access this essential resource seamlessly.
Tools Editorial Review
Overall, customer reception of this book is mixed. While some customers find it to be a great introductory book and an excellent resource for learning algorithms in Python, others have encountered numerous typos, errors in code examples, and ambiguous language. Some customers also feel that the depth of coverage is limited and that certain algorithms are glossed over or oversimplified. However, the book does provide complexity analysis and covers a good range of relevant topics.
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Vantaggi
- Great introductory book for learning algorithms in Python
- Well-written and well-presented
- Provides complexity analysis
- Covers a good range of relevant topics
Contro
- Numerous typos
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Caratteristiche e benefici
- Learn different algorithms and their implementation in Python
- Explore different types of algorithms and choose the right data structures for their optimal implementation
- Work with machine learning algorithms and understand the math and logic behind them
- Learn parallel processing techniques to solve compute-intensive tasks
- A useful guide for both beginners and experienced programmers
- Python programming experience is required
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