Grokking Algorithms, Second Edition (MEAP v4) by Aditya BhargavaRequirements: .PDF reader, 16.2 MBOverview: A friendly, fully-illustrated introduction to the most important computer programming algorithms. The algorithms you’ll use most often as a programmer have already been discovered, tested, and proven. This book will prepare you for those pesky algorithms questions in every programming job interview […]
Absolute Beginner’s Guide to Algorithms: A Practical Introduction to Data Structures and Algorithms in Javascript by Kirupa ChinnathambiRequirements: .ePUB reader, 28.7 MBOverview: A hands-on, easy-to-comprehend guide that is perfect for anyone who needs to understand algorithms. With the explosive growth in the amount of data and the diversity of computing applications, efficient algorithms are needed […]
Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems by Chuan He , Changhua HuRequirements: .ePUB, .PDF reader, 52 MBOverview: Image denoising, image deblurring, image inpainting, super-resolution, and compressed sensing reconstruction have important application value in engineering practice, and they are also the hot frontiers in the field of image processing. This book focuses […]
Building Responsible AI Algorithms: A Framework for Transparency, Fairness, Safety, Privacy, and Robustness 1st ed. Edition by Toju Duke (Author)Requirements: .ePUB, .PDF reader, 3 MBOverview: This book introduces a Responsible AI framework and guides you through processes to apply at each stage of the machine learning (ML) life cycle, from problem definition to deployment, to […]
Algorithms and Dynamical Models for Communities and Reputation in Social Networks by Vincent TraagRequirements: .PDF reader, 11 MBOverview: A persistent problem when finding communities in large complex networks is the so-called resolution limit. This thesis addresses this issue meticulously, and introduces the important notion of resolution-limit-free. Remarkably, only few methods possess this desirable property, and […]