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Implementing Useful Algorithms in C++
PEN 155
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After working through it, you will know more about algorithms and machine learning than before, even if you are already an expert. This is the book the author wishes he had when he started studying algorithms.
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What Stands Out
Detalles de producto
- Covers a wide range of algorithms and data structures, including statistical, external memory, numerical, optimization, and string algorithms, as well as data compression
- One fourth of the book is focused on machine learning, emphasizing relevant theory over algorithms to aid in understanding learning methods
- Another fourth discusses numerical algorithms, with separate chapters on matrix algorithms, working with functions, and optimization
- Addresses specialized topics such as random number generators, priority queues, the simplex method for linear programming, and top-performing learning algorithms
- Algorithm descriptions include tested C++ code, illustrations, performance analysis, and optimization suggestions
- Suitable for those with algorithmic maturity, promises to enhance understanding of algorithms and machine learning
| Publisher | Independently published |
| Publication date | December 8, 2020 |
| Language | English |
| Print length | 738 pages |
| ISBN-13 | 979-8605325307 |
| Item Weight | 4.08 pounds (1.85 kg) |
| Dimensions | 8.27 x 1.67 x 11.69 inches (21 x 4.2 x 29.7 cm) |
Who Should Buy?
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Programming Students
Ideal for students learning C programming and algorithms, offering practical implementations and enhancing their coding skills.
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Developers Transitioning
Perfect for developers transitioning from other programming languages to C, providing essential algorithm implementations to ease the shift.
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Algorithm Enthusiasts
Great for those interested in algorithms, as it demonstrates their implementations in C, enriching understanding and practical knowledge.
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Beginner Programmers
Not suitable for total beginners, as prior knowledge of programming concepts is essential to grasp the content effectively.
DESCRIPCIÓN DEL PRODUCTO
Implementing Useful Algorithms in C++
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Algorithms Editorial Review
Implementing Useful Algorithms in C Implementing Useful Algorithms in C is a rare gem of a book that strikes the perfect balance between job preparation and academic understanding. Unlike most algorithm textbooks, which either focus solely on interview questions or require a graduate level understanding, this book combines practical implementation with accessible explanations. One of the standout features of this book is its readability. While it can be used as a reference, many readers have found themselves reading through it like a novel, with highlighters and compilers at the ready. The author's code for the algorithms is conveniently available on GitHub, allowing readers to easily follow along and make edits as necessary. The content of this book is highly praised for its depth and quality. It not only discusses and analyzes algorithms, but also provides insights on which optimizations are worth implementing and when. By understanding what not to do, readers gain a more comprehensive understanding of algorithms. Although this book is not meant as the sole resource for learning algorithms, it is an invaluable addition to one's collection and should be used in conjunction with other books by different authors. However, some readers have noted issues with the print quality of the book, finding it to be of poor quality. Others express frustration with a lack of explanations, stating that the book is unusable without prior knowledge of its content. Overall, Implementing Useful Algorithms in C is a condensed and informative book that serves as a valuable reference for those already well-versed in C++. Its practical approach to algorithms and insightful discussions make it a must-have for anyone interested in deepening their understanding of this subject.
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ventajas
- Strikes a balance between job preparation and academic understanding
- Readable and engaging, can be read like a novel
- Provides insights on which optimizations are worth implementing
- The author's code for the algorithms is available on GitHub
Contras
- Some readers have complained about poor print quality
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PEN 155
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características y beneficios
- Covers algorithms and data structures learned in an algorithms class and many that aren't
- Expect to learn something new in every chapter
- Algorithm descriptions have tested C++ code, illustrations, performance analysis, and suggestions for optimizations and extensions
- Advanced book, requiring some algorithmic maturity and offers more theory than practical algorithms that help you refine statistical algorithms
- New learning algorithms are proposed often, and it's easy to get lost without understanding how learning actually works
- One-fourth of the book is devoted to machine learning, and one-fourth is about numerical algorithms
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