Machine Learning Theory and Applications delves into the realm of machine learning and deep learning, exploring their practical applications by comprehending mathematical concepts and implementing them in real-world scenarios using Python and renowned open-source libraries. This comprehensive guide covers a wide range of topics, including data preparation, feature engineering techniques, commonly utilized machine learning algorithms like support vector machines and neural networks, as well as generative AI and foundation models. To β¦
Machine Learning (ML) ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFAs tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process.
Having served as principal data scientist in several companies, Chang has considerable β¦
Machine Learning (ML) ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFThis book offers both theoretical insights and hands-on experience in understanding and building machine learning-based Network Traffic Monitoring and Analysis (NTMA) and Video Quality Assessment (VQA) applications using JavaScript. JavaScript provides the flexibility to deploy these applications across various devices and web browsers.
The book begins by delving into NTMA, explaining fundamental concepts and providing an overview of existing applications and research within this domain. It also goes into the β¦
JavaScript (JS) ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFWork out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks.
As software systems become increasingly complex, maintaining code quality, scalability, and efficiency can be a daunting challenge. Mastering Python Design Patterns is an essential resource that equips you with the tools you need to overcome these hurdles and create robust, scalable applications.
The book delves into design principles and patterns in Python, covering both classic and modern patterns, and apply them to solve daily challenges as a Python developer β¦
Python ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFIf you are a cybersecurity professional looking for practical and actionable guidance to strengthen your organization's security, then this is the book for you. Cybersecurity Strategies and Best Practices is a comprehensive guide that offers pragmatic insights through real-world case studies. Written by a cybersecurity expert with extensive experience in advising global organizations, this guide will help you align security measures with business objectives while tackling the ever-changing threat landscape. β¦
Hacking and Security ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ PDFSwiftUI transforms Apple Platform app development with intuitive Swift code for seamless UI design.
Explore SwiftUI's declarative programming: define what the app should look like and do, while the OS handles the heavy lifting.
Hands-on approach covers SwiftUI fundamentals and often-omitted parts in introductory guides.
Progress from creating views and modifiers to intricate, responsive UIs and advanced techniques for complex apps.
Focus on new features in asynchronous programming and architecture β¦
Swift ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)Π‘ 1970-Ρ Π³ΠΎΠ΄ΠΎΠ² InfoSec-ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΡΡΡ ΠΏΠΎΡΡΠ΅ΠΏΠ΅Π½Π½ΠΎ ΡΠΎΠ²Π΅ΡΡΠ΅Π½ΡΡΠ²ΠΎΠ²Π°Π»ΠΈ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΡ, Π΄Π°ΠΆΠ΅ Π½Π΅ Π·Π°Π΄ΡΠΌΡΠ²Π°ΡΡΡ, Π² ΠΏΡΠ°Π²ΠΈΠ»ΡΠ½ΠΎΠΌ Π»ΠΈ Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½ΠΈΠΈ ΡΠΎ ΡΡΡΠ°ΡΠ΅Π³ΠΈΡΠ΅ΡΠΊΠΎΠΉ ΡΠΎΡΠΊΠΈ Π·ΡΠ΅Π½ΠΈΡ ΠΎΠ½ΠΈ Π΄Π²ΠΈΠΆΡΡΡΡ. Π ΠΈΠΊ Π₯ΠΎΠ²Π°ΡΠ΄ ΡΡΠ²Π΅ΡΠΆΠ΄Π°Π΅Ρ, ΡΡΠΎ Π½Π΅Ρ. ΠΠ±ΡΠ΅Π΅ Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½ΠΈΠ΅ ΡΠ°ΠΌΠΎ ΠΏΠΎ ΡΠ΅Π±Π΅ Π±ΡΠ»ΠΎ ΠΎΡΠΈΠ±ΠΎΡΠ½ΡΠΌ, Π½ΠΎ ΠΈΠ΄Π΅ΠΉΠ½ΡΠ΅ Π»ΠΈΠ΄Π΅ΡΡ Π² ΡΡΠΎΠΉ ΠΎΠ±Π»Π°ΡΡΠΈ ΡΠ°ΠΊ ΠΈ Π½Π΅ ΡΠΌΠΎΠ³Π»ΠΈ Π΄ΠΎΠΊΠΎΠΏΠ°ΡΡΡΡ Π΄ΠΎ ΠΊΠΎΡΠ½Ρ ΠΏΡΠΎΠ±Π»Π΅ΠΌΡ. ΠΠ΄Ρ ΠΏΠΎ ΡΡΠΎΠΏΠ°ΠΌ ΡΠ°ΠΊΠΈΡ Π°Π²ΡΠΎΡΠΈΡΠ΅ΡΠΎΠ², ΠΊΠ°ΠΊ ΠΠ΅ΠΊΠ°ΡΡ ΠΈ ΠΠ»ΠΎΠ½ ΠΠ°ΡΠΊ, Π°Π²ΡΠΎΡ ΠΎΠ±ΠΎΡΠ½ΠΎΠ²ΡΠ²Π°Π΅Ρ Π³Π»Π°Π²Π½ΡΠΉ ΠΏΡΠΈΠ½ΡΠΈΠΏ ΠΊΠΈΠ±Π΅ΡΠ±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ ΠΈ ΠΎΠΏΡΠ΅Π΄Π΅Π»ΡΠ΅Ρ ΡΡΡΠ°ΡΠ΅Π³ΠΈΠΈ ΠΈ ΡΠ°ΠΊΡΠΈΠΊΠΈ Π΅Π³ΠΎ ΡΠ΅Π°Π»ΠΈΠ·Π°ΡΠΈΠΈ.
ΠΠ½ΠΈΠ³Π° ΠΎΠ± β¦
Hacking and Security Π ΡΡΡΠΊΠΈΠΉ PDFΠ ΠΏΡΠΎΡΡΠΎΠΉ, ΠΎΡΡΠ·Π°Π΅ΠΌΠΎΠΉ ΠΈ Π½Π°Π³Π»ΡΠ΄Π½ΠΎΠΉ ΡΠΎΡΠΌΠ΅ ΠΊΠ½ΠΈΠ³Π° Π·Π½Π°ΠΊΠΎΠΌΠΈΡ Ρ Git – ΡΠ°ΠΌΠΎΠΉ ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΠΎΠΉ ΡΠΈΡΡΠ΅ΠΌΠΎΠΉ ΠΊΠΎΠ½ΡΡΠΎΠ»Ρ Π²Π΅ΡΡΠΈΠΉ. ΠΠ·Π»ΠΎΠΆΠ΅Π½Ρ ΠΎΡΠ½ΠΎΠ²Ρ Git: ΡΡΡΠ°Π½ΠΎΠ²ΠΊΠ°, Π³ΡΠ°ΡΠΈΡΠ΅ΡΠΊΠΈΠΉ ΠΈΠ½ΡΠ΅ΡΡΠ΅ΠΉΡ ΠΈ ΠΊΠΎΠΌΠ°Π½Π΄Π½Π°Ρ ΡΡΡΠΎΠΊΠ°, Π»ΠΎΠΊΠ°Π»ΡΠ½ΡΠ΅ ΡΠ΅ΠΏΠΎΠ·ΠΈΡΠΎΡΠΈΠΈ ΠΈ ΠΊΠΎΠΌΠΌΠΈΡΡ, Π²Π΅ΡΠΊΠΈ ΠΈ ΡΠ»ΠΈΡΠ½ΠΈΡ. Π Π°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ Ρ ΠΎΡΡΠΈΠ½Π³ΠΎΠ²ΡΠ΅ ΡΠ΅ΡΠ²ΠΈΡΡ ΠΈ Π°ΡΡΠ΅Π½ΡΠΈΡΠΈΠΊΠ°ΡΠΈΡ, ΡΠ°Π±ΠΎΡΠ° Ρ ΡΠ΄Π°Π»Π΅Π½Π½ΡΠΌ ΡΠ΅ΠΏΠΎΠ·ΠΈΡΠΎΡΠΈΠ΅ΠΌ, ΠΊΠ»ΠΎΠ½ΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΠΈ Π»ΠΎΠΊΠ°Π»ΡΠ½ΠΎΠ΅ ΡΠΎΡ ΡΠ°Π½Π΅Π½ΠΈΠ΅. ΠΠΎΠ΄ΡΠΎΠ±Π½ΠΎ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ ΡΡΠ΅Ρ ΡΡΠΎΡΠΎΠ½Π½ΠΈΠ΅ ΡΠ»ΠΈΡΠ½ΠΈΡ, ΠΊΠΎΠ½ΡΠ»ΠΈΠΊΡΡ ΡΠ»ΠΈΡΠ½ΠΈΡ, Π·Π°ΠΏΡΠΎΡΡ Π½Π° ΡΠ»ΠΈΡΠ½ΠΈΠ΅, Π° ΡΠ°ΠΊΠΆΠ΅ ΠΈΠ½ΡΠ΅Π³ΡΠ°ΡΠΈΡ ΠΈΠ·ΠΌΠ΅Π½Π΅Π½ΠΈΠΉ ΠΈΠ· ΠΎΠ΄Π½ΠΎΠΉ Π²Π΅ΡΠΊΠΈ Π² Π΄ΡΡΠ³ΡΡ Ρ ΠΏΠΎΠΌΠΎΡΡΡ ΠΏΠ΅ΡΠ΅Π±Π°Π·ΠΈΡΠΎΠ²Π°Π½ΠΈΡ. ΠΠ»Ρ Π·Π°ΠΊΡΠ΅ΠΏΠ»Π΅Π½ΠΈΡ ΠΌΠ°ΡΠ΅ΡΠΈΠ°Π»Π° ΡΠ»ΡΠΆΠ°Ρ Π΄Π²Π° β¦
Git Π ΡΡΡΠΊΠΈΠΉ PDF Django is a powerful tool for building web applications and is highly trusted by developers. It is scalable, flexible, and secure and benefits from extensive community support.
This book is designed to help beginners understand the core concepts of Django and web development. Its hands-on approach includes creating real web applications. The guide covers the basics of Django's structure and components to more advanced topics like deploying β¦
Π§ΡΠΎ ΠΎΠ±ΡΠ΅Π³ΠΎ ΠΌΠ΅ΠΆΠ΄Ρ ΡΠ°ΠΌΡΠΌΠΈ Π²ΠΎΡΡΡΠ΅Π±ΠΎΠ²Π°Π½Π½ΡΠΌΠΈ ΠΏΡΠΎΡΠ΅ΡΡΠΈΡΠΌΠΈ ΠΈ ΡΡΡΠ΅ΠΌΠΈΡΠ΅Π»ΡΠ½ΡΠΌ ΡΠ²Π΅Π»ΠΈΡΠ΅Π½ΠΈΠ΅ΠΌ ΠΊΠΎΠ»ΠΈΡΠ΅ΡΡΠ²Π° ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΠΈ Π² ΠΌΠΈΡΠ΅? ΠΡΠ²Π΅Ρ: ΡΠ·ΡΠΊ ΡΡΡΡΠΊΡΡΡΠΈΡΠΎΠ²Π°Π½Π½ΡΡ Π·Π°ΠΏΡΠΎΡΠΎΠ² (SQL). SQL – ΡΠ°Π±ΠΎΡΠ°Ρ Π»ΠΎΡΠ°Π΄ΠΊΠ° ΡΡΠ΅Π΄ΠΈ ΡΠ·ΡΠΊΠΎΠ² ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ, ΠΎΡΠ½ΠΎΠ²Π° ΠΎΡΠ½ΠΎΠ² Π΄Π»Ρ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΠΎΠ³ΠΎ Π°Π½Π°Π»ΠΈΠ·Π° ΠΈ ΡΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡ Π΄Π°Π½Π½ΡΠΌΠΈ.
ΠΠ½ΠΈΠ³Π° «SQL: Π±ΡΡΡΡΠΎΠ΅ ΠΏΠΎΠ³ΡΡΠΆΠ΅Π½ΠΈΠ΅» ΠΈΠ΄Π΅Π°Π»ΡΠ½Π° Π΄Π»Ρ Π²ΡΠ΅Ρ , ΠΊΡΠΎ ΠΈΡΠ΅Ρ Π½ΠΎΠ²ΡΠ΅ ΠΏΠ΅ΡΡΠΏΠ΅ΠΊΡΠΈΠ²Ρ ΠΊΠ°ΡΡΠ΅ΡΠ½ΠΎΠ³ΠΎ ΡΠΎΡΡΠ°; Π΄Π»Ρ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠΎΠ², ΠΊΠΎΡΠΎΡΡΠ΅ Ρ ΠΎΡΡΡ ΡΠ°ΡΡΠΈΡΠΈΡΡ ΡΠ²ΠΎΠΈ Π½Π°Π²ΡΠΊΠΈ ΠΈ Π·Π½Π°Π½ΠΈΡ Π² ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΠΈ; Π΄Π»Ρ Π»ΡΠ±ΠΎΠ³ΠΎ ΡΠ΅Π»ΠΎΠ²Π΅ΠΊΠ°, Π΄Π°ΠΆΠ΅ Π±Π΅Π· ΠΎΠΏΡΡΠ°, ΠΊΡΠΎ Ρ ΠΎΡΠ΅Ρ Π²ΠΎΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΡΡΡ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡΠΌΠΈ Π±ΡΠ΄ΡΡΠ΅Π³ΠΎ, Π² ΠΊΠΎΡΠΎΡΠΎΠΌ β¦
DataBase (SQL) Π ΡΡΡΠΊΠΈΠΉ PDFPostgreSQL — ΠΎΠ΄Π½Π° ΠΈΠ· ΡΠ°ΠΌΡΡ ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΡ Π² ΠΌΠΈΡΠ΅ ΡΠΈΡΡΠ΅ΠΌ Π±Π°Π· Π΄Π°Π½Π½ΡΡ . ΠΠΎ ΠΈΡΠΎΠ³Π°ΠΌ ΡΠ²ΡΡΠ΅ Π΄Π²Π°Π΄ΡΠ°ΡΠΈ Π»Π΅Ρ ΡΠ°Π·Π²ΠΈΡΠΈΡ Π½Π° ΠΏΡΠΎΡΠ½ΠΎΠΌ Π°ΠΊΠ°Π΄Π΅ΠΌΠΈΡΠ΅ΡΠΊΠΎΠΌ ΡΡΠ½Π΄Π°ΠΌΠ΅Π½ΡΠ΅ ΠΎΠ½Π° Π²ΡΡΠΎΡΠ»Π° Π² ΠΏΠΎΠ»Π½ΠΎΡΠ΅Π½Π½ΡΡ Π‘Π£ΠΠ, ΠΏΡΠΈΠ³ΠΎΠ΄Π½ΡΡ Π΄Π»Ρ ΠΊΠΎΡΠΏΠΎΡΠ°ΡΠΈΠ²Π½ΠΎΠ³ΠΎ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ, ΠΈ ΡΠΎΡΡΠ°Π²Π»ΡΠ΅Ρ ΡΠ΅Π°Π»ΡΠ½ΡΡ Π°Π»ΡΡΠ΅ΡΠ½Π°ΡΠΈΠ²Ρ ΠΊΠΎΠΌΠΌΠ΅ΡΡΠ΅ΡΠΊΠΈΠΌ ΡΠΈΡΡΠ΅ΠΌΠ°ΠΌ. Π§ΡΠΎΠ±Ρ ΡΠ±Π΅Π΄ΠΈΡΡΡΡ Π² ΡΡΠΎΠΌ, Π΄ΠΎΡΡΠ°ΡΠΎΡΠ½ΠΎ ΠΏΠΎΡΠΌΠΎΡΡΠ΅ΡΡ Π½Π° Π²Π°ΠΆΠ½Π΅ΠΉΡΠΈΠ΅ Ρ Π°ΡΠ°ΠΊΡΠ΅ΡΠΈΡΡΠΈΠΊΠΈ Π½ΠΎΠ²Π΅ΠΉΡΠ΅ΠΉ Π½Π° ΡΠ΅Π³ΠΎΠ΄Π½ΡΡΠ½ΠΈΠΉ Π΄Π΅Π½Ρ Π²Π΅ΡΡΠΈΠΈ PostgreSQL 16.
Π Π°Π·ΡΠ°Π±ΠΎΡΠ°Π½Π½Π°Ρ Π² Π°ΠΊΠ°Π΄Π΅ΠΌΠΈΡΠ΅ΡΠΊΠΎΠΉ ΡΡΠ΅Π΄Π΅, Π·Π° Π΄ΠΎΠ»Π³ΡΡ ΠΈΡΡΠΎΡΠΈΡ ΡΠΏΠ»ΠΎΡΠΈΠ²ΡΠ°Ρ Π²ΠΎΠΊΡΡΠ³ ΡΠ΅Π±Ρ ΡΠΈΡΠΎΠΊΠΎΠ΅ ΡΠΎΠΎΠ±ΡΠ΅ΡΡΠ²ΠΎ ΡΠ°Π·ΡΠ°Π±ΠΎΡΡΠΈΠΊΠΎΠ², ΡΡΠ° Π‘Π£ΠΠ ΠΎΠ±Π»Π°Π΄Π°Π΅Ρ β¦
This book provides a comprehensive guide to Python, which stands as the cornerstone of modern programming and is the main computer language driving software prototyping in both industry and research. The author introduces readers to the rich world of Python, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient Python developer or scientist. The book β¦
Python ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub)Unlock the potential of JavaScript design patterns, the foundation for development teams seeking structured and reusable solutions to common software development challenges in this guide to improving code maintainability, scalability, and performance. Discover how these patterns equip businesses with cleaner and more maintainable code, promote team collaboration, reduce errors, and save time and costs.
This book provides a comprehensive view of design patterns in modern (ES6+) JavaScript with real-world examples β¦
JavaScript (JS) ΠΠ½Π³Π»ΠΈΠΉΡΠΊΠΈΠΉ ZIP (pdf+epub) The Ultimate Linux Network Security for Enterprises is your essential companion to mastering advanced cybersecurity techniques tailored for Linux systems.
The book provides a comprehensive exploration of Linux network security, equipping you with the skills and knowledge needed to defend against evolving cyber threats. Through hands-on exercises, real-world scenarios, and industry best practices, this book empowers you to fortify your organization’s networks with confidence. Discover practical insights and techniques β¦