Название: Vision Language Models: Building VLMs with Hugging Face (Early Release)
Автор: Merve Noyan, Miquel Farré, Andrés Marafioti, Orr Zohar
Издательство: O’Reilly Media, Inc.
Год: 2025-06-10
Язык: английский
Формат: epub
Размер: 10.1 MB

Vision-language models (VLMs) combine computer vision and natural language processing (NLP) to create powerful systems that can interpret, generate, and respond in multimodal contexts. Vision Language Models is a hands-on guide to building real-world VLMs using the most up-to-date stack of Machine Learning tools from Hugging Face, Meta (PyTorch), Nvidia (cuda), OpenAI (Clip), and others, written by leading researchers and practitioners Merve Noyan, Miquel Farras, Andres Marafioti, and Orr Zohar. From image captioning and document understanding to advanced zero-shot inference and retrieval-augmented generation (RAG), this book covers the full VLM application and development lifecycle.

Название: Data Science with Python: From Data Manipulation to Machine Learning
Автор: Aria B
Издательство: Independently published
Год: December 17, 2024
Страниц: 146
Язык: английский
Формат: pdf
Размер: 31.7 MB

"Data Science with Python: From Data Manipulation to Machine Learning" is a comprehensive guide designed for aspiring data scientists and professionals looking to enhance their Data Science skills using Python. This ebook covers the entire data science workflow, from data manipulation and visualization to building and deploying Machine Learning models. Whether you're a beginner or an experienced practitioner, this guide provides valuable insights and practical examples to help you master Data Science with Python.

Название: Mastering Python Coding Interview VOL-I-II
Автор: Anshuman Mishra
Издательство: Independently published
Год: 2025
Страниц: 764+472
Язык: английский
Формат: epub
Размер: 10.1 MB

In today's fiercely competitive tech landscape, landing a job at a top-tier technology company requires more than just basic coding knowledge. Companies like Google, Amazon, Meta, and Microsoft rigorously test candidates across a spectrum of data structures, algorithms, system design, and practical problem-solving abilities. The key to succeeding in such technical interviews is focused, strategic preparation, especially using a language that supports fast prototyping and deep problem solving — Python. "Mastering Python Coding Interviews" is your ultimate guidebook, crafted specifically for intermediate to advanced Python developers who are serious about cracking coding interviews at FAANG companies and other top tech organizations. With a laser-focused 14-chapter structure, this book breaks down complex interview concepts into digestible learning units. It combines hands-on coding, strategic patterns, and conceptual mastery to help you not just solve problems but understand and internalize them. This book delivers a focused, chapter-wise roadmap designed for Python developers preparing for software engineering interviews.

Название: Mastering ROS2 and Python for Robotics: Develop Intelligent Autonomous Systems with Real-World Applications
Автор: Thompson Carter, Rafael Sanders, Miguel Farmer
Издательство: Lincoln Publishers
Год: 2025
Страниц: 496
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Take your robotics development skills to the next level with Mastering ROS2 and Python for Robotics, a comprehensive guide to designing, building, and deploying intelligent autonomous systems. Using Robot Operating System 2 (ROS2) and Python, this book provides hands-on experience in motion control, perception, AI-driven decision-making, and multi-robot collaboration for real-world applications. Python, known for its simplicity and versatility, has become the preferred language for robotics development. Whether you're automating tasks, integrating sensors, or designing intelligent algorithms, Python offers the tools and frameworks necessary to bring your robotic visions to life. This book is perfect for robotics engineers, software developers, AI enthusiasts, students, and researchers who want to master ROS2 and Python for building autonomous robotic systems.

Название: Agentic AI: Theories and Practices
Автор: Ken Huang
Издательство: Springer
Год: 2025
Страниц: 438
Язык: английский
Формат: pdf (true), epub
Размер: 26.8 MB

This book analyzes the rise and transformative impact of Generative AI agents or Agentic AI across industries, offering a comprehensive exploration of their development, applications, and implications. It highlights how these systems are revolutionizing business processes, enhancing decision-making, and reshaping entire sectors from finance to healthcare. It traces the evolution of AI agents from early programs to today’s sophisticated autonomous systems, providing a taxonomy of agent types. It then explores cutting-edge tools and frameworks for development, such as AutoGen, Langgraph, and CrewAI, offering practical insights for their deployment. Key focus areas include evaluating multiagent systems and coordination techniques, addressing challenges in communication, and conflict resolution. Bridging theoretical foundations and practical applications, the book offers valuable insights for data scientists, IT managers, CIOs, CAIOs, CTOs, business analysts, and graduate students seeking to understand and apply AI’s transformative potential across various industries.

Название: Nature-inspired Metaheuristic Algorithms: Solving Real World Engineering Problems
Автор: Sulabh Bansal, Aprna Tripathi, Shilpa Srivastava, Prem Prakash Vuppuluri
Издательство: CRC Press
Год: 2025
Страниц: 403
Язык: английский
Формат: pdf (true), epub
Размер: 37.1 MB

The purpose of this book is to provide various case studies where such nature-inspired techniques are used to solve optimization problems being faced by humans in their day-to-day life. The first chapter introduces metaheuristic algorithms and provides an overview of origins, important variants, and highlights the need and importance of metaheuristic optimization for providing solutions to real-world engineering problems. Chapter 2 provides a comprehensive overview of Quantum-Inspired Evolutionary Algorithms, detailing its foundational concepts, implementation techniques, and potential applications. Chapter 3 presents a detailed survey of various metaheuristic approaches and their application to the solution of a wide variety of single- and multi-objective engineering problems. Chapter 4 presents a hybrid system that combines lightweight encryption based on Genetic Algorithms. Chapter 5 explores the use of Genetic Algorithms (GA), Particle Swarm Optimization (PSO), and Ant Colony Optimization (ACO) for hyperparameter tuning of Convolution Neural Network (CNN) models to enhance the accuracy and efficiency of image classification models.

Название: Intelligent Continuous Security: AI-Enabled Transformation for Seamless Protection
Автор: Marc Hornbeek
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 399
Язык: английский
Формат: epub
Размер: 10.1 MB

With AI in the hands of cybercriminals, traditional security controls and response mechanisms are swiftly moving toward obsolescence. Intelligent Continuous Security (ICS) helps organizations stay toe-to-toe with adversaries, replacing outmoded defenses with a cohesive strategy that unifies security across the entire software lifecycle. Author Marc Hornbeek outlines the principles, strategies, and real-world implementations of ICS, including how to break down silos between DevSecOps and SecOps, how to measure and optimize security effectiveness, and how AI can transform everything from security operations to regulatory compliance. Security professionals, DevOps engineers, IT leaders, and decision-makers will learn how to move toward adaptive, self-healing defenses to keep pace with emerging risks.

Название: jаvascript for Beginners: A Step-by-Step Guide to Learning jаvascript Programming
Автор: ANDREW DAVIS
Издательство: ANDREW DAVIS
Год: 2024
Формат: epub. pdf
Страниц: 376
Размер: 36.3 Мб
Язык: английский

Learning jаvascript can open the door to endless opportunities in web development, making it a must-have skill for anyone looking to build dynamic, interactive websites. jаvascript for Beginners provides a clear, step-by-step approach for those new to programming, guiding you through the essentials of jаvascript with easy-to-follow explanations and hands-on examples. From understanding the fundamentals to creating interactive web elements, this guide covers everything you need to know to start building your own web projects confidently.

Название: Master Python: Unlock the Language of the Future
Автор: Sivario B.
Издательство: Sivario B.
Год: 2025
Формат: epub, pdf
Страниц: 62
Размер: 21,32 Мб
Язык: английский

Python has become the go-to programming language for a reason. Whether you're looking to break into data science, web development, automation, or even financial trading, Python provides the tools, simplicity, and versatility to achieve your goals. In this guide, we will explore the power of Python — from the fundamentals to real-world applications. My aim is to show you that learning Python is not only a valuable skill but also an accessible one, no matter your background or prior experience.

Название: Python Quick Reference Guide: The Cheat Sheet for Fast Learning
Автор: Jordan Loopman
Издательство: Jordan Loopman
Год: 2025
Формат: pdf, epub, rtf
Страниц: 76
Размер: 15,92 Мб
Язык: английский

Struggling to remember Python syntax? Wasting time searching for basic commands? Stop Googling and start coding faster with this ultimate Python cheat sheet! This book is designed for beginners, students, and busy professionals who want a quick, easy-to-use reference guide to Python’s most essential features. No fluff, no unnecessary explanations—just straight-to-the-point information to help you code efficiently.