Cutting-Edge Algorithms for Experts: Exploring High-Performance Computing, AI, and Cryptography (The Computer Scientists Algorithmic Mastery Series) - Softcover

Thomas, Gareth

Softcover

ISBN 13: 9798287810641

Verlag: Independently published, 2025

Inhaltsangabe

This is not an intro book.

Cutting-Edge Algorithms for Experts is a fast-moving, high-impact guide to the algorithms powering today’s most demanding domains — from AI systems and cryptography to optimization and numerical computing.

Built for developers who already know how to code, this book teaches the deeper algorithmic concepts that separate average programmers from elite engineers.

Topics Covered Inside:

• Search and sorting at scale — beyond basic implementations, with performance trade-offs
• Graphs and traversal techniques — for network analysis, AI pathfinding, and dependency resolution
• Recursion and dynamic programming — elegant solutions to otherwise intractable problems
• Matrix operations and linear algebra — foundations for deep learning, graphics, and simulations
• Modular arithmetic and number theory — for cryptographic algorithms and hashing systems
• Bit manipulation and boolean logic — for raw speed, compression, and protocol design
• Probability, statistics, and Monte Carlo methods — randomness as a precision tool
• Heuristics and optimization strategies — algorithmic shortcuts with maximum payoff
• Cryptographic primitives — how secure systems work at the algorithm level
• Machine learning infrastructure algorithms — batching, backpropagation, and data shaping
• High-performance patterns — cache-aware, vectorized, and concurrency-friendly techniques

Inside you’ll learn:

• Powerful algorithms from cryptography, AI, optimization, and high-performance computing
• How to think like an algorithm designer — with minimal theory and maximum clarity
• Clean, professional Python examples (code appendix at the back of the book)
• Visual infographics that make abstract concepts immediately graspable
• The mathematical intuition behind performance-critical algorithms
• Techniques for improving code efficiency, scalability, and security
• Core algorithm patterns that top developers rely on daily
• A fast track to algorithm fluency — without academic overload

Whether you're preparing for a top-tier technical role, building advanced systems, or simply want to think like an expert, this book gives you the algorithmic firepower to back it up.

Get it now — and start seeing the code underneath the code.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798287810641
• Einband: Tapa blanda
• Anzahl der Seiten: 415
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar