Tag: Algorithms

Inside Deep Learning Math, Algorithms, Models


Free Download Inside Deep Learning: Math, Algorithms, Models
Author: Edward Raff
Narrator: n/a

English | 2022 | ISBN: 9781617298639 | MP3@64 kbps | Duration: 15h 35m | 1.23 GB
Journey through the theory and practice of modern deep learning, and apply innovative techniques to solve everyday data problems.

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The Art of Randomness Randomized Algorithms in the Real World


Free Download The Art of Randomness: Randomized Algorithms in the Real World by Ronald T. Kneusel
English | March 5, 2024 | ISBN: 1718503245 | 400 pages | MOBI | 14 Mb
Harness the power of randomness (and Python code) to solve real-world problems in fun, hands-on experiments-from simulating evolution to encrypting messages to making machine-learning algorithms!

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Python-Based Data Structures and Algorithms


Free Download Python-Based Data Structures and Algorithms
English | 2024 | ISBN: 9798223165385 | 1071 pages | MOBI | 5.34 Mb
"Python-Based Data Structures and Algorithms" is a comprehensive guide to mastering the fundamental concepts of algorithms and data structures using the Python programming language. Covering a wide spectrum, from algorithm analysis and problem complexity to computational complexity, this book equips readers with the essential skills for effective programming. Whether you’re a novice or an experienced developer, this resource provides practical insights into implementing algorithms and data structures in Python. With a focus on clarity and efficiency, it’s an invaluable reference for anyone looking to enhance their programming proficiency and tackle real-world challenges in algorithmic problem-solving.

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Optimization Algorithms (MEAP V12)


Free Download Optimization Algorithms (MEAP V12)
English | 2024 | ISBN: 9781633438835 | 739 Pages | PDF EPUB | 116 MB
Optimization problems are everywhere in daily life. What’s the fastest route from one place to another? How do you calculate the optimal price for a product? How should you plant crops, allocate resources, and schedule surgeries? Optimization Algorithms introduces the AI algorithms that can solve these complex and poorly-structured problems. Inside you’ll find a wide range of optimization methods, from deterministic and stochastic derivative-free optimization to nature-inspired search algorithms and machine learning methods. Don’t worry-there’s no complex mathematical notation. You’ll learn through in-depth case studies that cut through academic complexity to demonstrate how each algorithm works in the real world.

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