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Название: Before Machine Learning Volume 3 - Probability and Statistics for A.I: The fundamental mathematics for Data Science
Автор: Jorge Brasil
Издательство: Independently published
Год: 2024
Страниц: 385
Язык: английский
Формат: pdf (true)
Размер: 17.9 MB

What happens when the world’s greatest diamond heist meets the world of probability and statistics? In this captivating and conversational guide, the 2003 Antwerp Diamond Heist serves as a rich backdrop to explain the core concepts of probability and statistics for Artificial Intelligence (AI). Through the lens of the heist, we’ll explore the deeper workings of Bayesian statistics, Markov Chains, and other powerful techniques, all while uncovering how these ideas apply to modern AI. Machine Learning is fundamentally about vast, complex, and often messy data. To transform this raw data into actionable insights, we must navigate uncertainty, discern patterns, and make informed predictions. This is where probability and statistics become crucial. They provide the mathematical foundation for making sense of data, allowing us to draw meaningful, reliable conclusions.

Название: Practical Network Security with OpenSSL: Master Cryptography and OpenSSL Techniques for Secure Communications, PKI, and Hardware Integration in Real-World Applications
Автор: Rohan Subhash Patil
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 234
Язык: английский
Формат: epub (true)
Размер: 32.8 MB

Gain practical OpenSSL skills for real-world cybersecurity challenges. OpenSSL is the backbone of secure communication on the internet, trusted by developers, enterprises, and governments alike. Practical Network Security with OpenSSL equips you with the knowledge, real-world context, and hands-on skills to master OpenSSL—from its command-line tools to its C library APIs—for implementing robust, enterprise-grade cryptographic solutions. You’ll begin with a solid foundation in cryptographic principles and the role of OpenSSL in modern security systems. The book then guides you through practical usage, covering symmetric and asymmetric encryption, Public Key Infrastructure (PKI), and secure communications. Real-world examples and C code snippets help you confidently apply OpenSSL in standalone applications, enterprise-grade solutions, and hardware-based security environments such as HSMs and TPMs. This book is tailored for software developers, system administrators, and cybersecurity professionals who want to gain hands-on expertise with OpenSSL. A basic understanding of networking, Linux command-line tools, and C programming will help readers get the most out of the practical examples and advanced implementations covered.