Digital Signal Processing. An Introduction to Mastering Advanced Techniques for Transforming and Analyzing Signals

Mercury Learning and Information, R. Anand

This book covers the fundamental concepts of digital signal processing (DSP), introducing discrete-time signals, the z-transform, frequency analysis, discrete and fast Fourier transforms, digital filters, FIR, and statistical DSP. With applications ranging from engineering to telecommunications and medical imaging, this text focuses on representing signals with mathematical models and processing them using discrete-time systems.Understanding DSP is crucial for professionals in various fields as it allows for effective signal representation and manipulation. The book starts with an introduction to DSP and a review of discrete-time signals and systems, followed by a detailed exploration of the z-transform and frequency analysis using DTFT. It further delves into discrete Fourier transforms, fast Fourier transform algorithms, and the implementation of discrete-time systems.The journey continues with in-depth discussions on digital filters, including the design and analysis of infinite impulse response (IIR) and finite impulse response (FIR) filters. The book also covers statistical digital signal processing, multirate DSP, and applications in speech and radar. Through a variety of exercises and a comprehensive glossary, readers will gain a solid understanding of DSP fundamentals and applications.

SQL Pocket Primer. A Comprehensive Guide to SQL and MySQL for Data Professionals

Mercury Learning and Information, Oswald Campesato

As part of the best-selling Pocket Primer series, this book is designed for data scientists and machine learning engineers seeking to deepen their SQL knowledge using MySQL as the primary RDBMS. It features Python-based code samples for accessing data from MySQL tables in Pandas data frames and Java-based samples for data access in MySQL, along with handling XML and JSON documents.The book also introduces NoSQL, with an overview of MongoDB, and SQLite, an open-source RDBMS for mobile devices. The final section covers diverse topics like normalization, schemas, database optimization, and performance. This comprehensive approach ensures a well-rounded understanding of SQL and related technologies, enhancing data manipulation and database management skills.Numerous code samples and listings throughout the book support the various topics covered. Companion files with source code and figures are available from the publisher, making this an essential resource for advancing your SQL proficiency and database management expertise.

Natural Language Processing and Machine Learning for Developers. A Practical Guide to Advanced Techniques and Applications of NLP

Mercury Learning and Information, Oswald Campesato

This book introduces developers to basic concepts in NLP and machine learning, providing numerous code samples to support the topics covered. The journey begins with introductory material on NumPy and Pandas, essential for data manipulation. Following this, chapters delve into NLP concepts, algorithms, and toolkits, providing a solid foundation in natural language processing.As you progress, the book covers machine learning fundamentals and classifiers, demonstrating how these techniques are applied in NLP. Practical examples using TF2 and Keras illustrate how to implement various NLP tasks. Advanced topics include the Transformer architecture, BERT-based models, and the GPT family of models, showcasing the latest advancements in the field.The final chapters and appendices offer a comprehensive overview of related topics, including data and statistics, Python3, regular expressions, and data visualization with Matplotlib and Seaborn. Companion files with source code and figures ensure a hands-on learning experience. This book equips you with the knowledge and tools needed to excel in NLP and machine learning.

The AI Marketing Playbook. Mastering the Latest AI Tools and Techniques for Next-Gen Marketing Success

Mercury Learning and Information, Mark Lamplugh

This book offers a comprehensive guide to integrating AI into modern marketing strategies, transforming how businesses engage with audiences. It begins with an overview of AI’s role in marketing, its evolution, and its benefits in driving innovation. Early chapters cover foundational topics like AI, machine learning, and data preparation for effective AI implementation.The book then explores practical applications, such as analyzing customer behavior for personalized experiences and using AI-powered chatbots for improved customer service. You’ll learn to apply image and video recognition for visual marketing and leverage AI for social media strategies that boost engagement. The book also covers predictive analytics, AI-driven email marketing, and techniques to optimize SEO and content marketing.Further chapters focus on automating marketing processes and using AI to support sales enablement with actionable insights. The final chapter discusses ethical considerations and the future of AI in marketing, emphasizing the balance between automation and human creativity. This book equips marketing professionals and business leaders with the tools to harness AI’s potential for impactful marketing strategies.

Blockchain, Bitcoin, and the Digital Economy. Unlocking the Future of Financial Technology

Mercury Learning and Information, Len Mei

This book provides a comprehensive introduction to blockchain technology, discussing its fundamentals, development issues, potential applications, security, and use in cryptocurrency. It also delves into fintech, its current status, and related concepts in the digital economy. The rapidly changing nature of these topics makes the book a valuable resource for anyone interested in blockchain and cryptocurrency. Numerous references offer up-to-date information on these subjects.The course begins with an overview of blockchain and its basic concepts, followed by an in-depth look at Bitcoin and its associated issues. The journey continues with consensus mechanisms, exploring altcoins, and mutual distributed ledgers. The book then shifts focus to applications of blockchain beyond cryptocurrency, highlighting industrial uses, payment systems, and lending. Governance, regulation, and future trends in blockchain technology are also covered.Understanding these concepts is crucial for navigating the evolving landscape of blockchain and cryptocurrency. This book ensures a smooth transition from novice to knowledgeable enthusiast, equipping readers with practical insights and comprehensive knowledge. By the end, readers will grasp blockchain technology's impact on various industries and its potential for future innovations.

Computational Physics. A Comprehensive Guide to Numerical Methods in Physics

Mercury Learning and Information, Darren Walker

This updated edition introduces computational physics for performing experiments on the computer. It provides a grounding in scientific programming with examples in the context of physics problems. Using C++ as the primary language, it covers interpolation, integration, and solving differential equations, from simple concepts to advanced topics. The book includes a chapter on high-performance computing and parallel programming.Understanding computational physics is crucial for data manipulation and real-world simulations. The book starts with introductory topics and progresses to advanced material, including a C++ library and sample programs. Readers will learn problem-solving methods and constructing models.This journey equips readers with skills for scientific tasks, demonstrating efficient problem-solving and model construction. The practical approach ensures users can apply these concepts in real-world scenarios, making it an essential resource for those interested in computational physics.

Java for Developers Pocket Primer. A Concise Guide to Mastering Java Programming

Mercury Learning and Information, Oswald Campesato

As part of the best-selling Pocket Primer series, this book offers a thorough introduction to Java development for beginners. It provides a fast-paced overview of core Java concepts and APIs, using Java 8 code samples. Companion files with source code are included.The journey begins with an introduction to Java, covering Boolean logic, Unicode, and user input. It progresses through methods, constructors, loops, arrays, and recursion. The course then delves into object-oriented programming (OOP) concepts and data structures. Advanced topics include streams, file handling, and integrating Java with SQL. The book also lists new features from Java 9 to Java 13.Understanding these concepts is crucial for developing efficient Java applications. This book transitions readers from basic to advanced Java programming, blending theoretical knowledge with practical skills. Companion files enhance the learning experience, making this book an essential resource for mastering Java development.

Unmanned Aerial Vehicles. A Comprehensive Guide to UAV Technology and Applications

Mercury Learning and Information, P. K. Garg

This book offers a comprehensive overview of Unmanned Aerial Vehicles (UAVs), covering their basic concepts, components, and various applications. It delves into the different sensors used in UAVs, the architecture of autonomous UAVs, and the communication tools and devices required to acquire real-time data. The book also explores the software needed to analyze UAV data and the rules and regulations necessary for operating UAVs. The importance of UAV technology is highlighted through its diverse applications in fields such as construction, oil and gas, mining, agriculture, forestry, search and rescue, surveillance, transportation, disaster management, logistics, health, and journalism. The book underscores the potential of UAVs to revolutionize these industries by improving efficiency and safety.Throughout the book, readers will journey from understanding the theory, hardware, and software components of UAVs to exploring their practical uses. Each chapter includes review questions to reinforce understanding, ensuring that readers gain a solid grasp of the subject matter. This text is essential for anyone interested in the current and future impact of UAV technology.

AI Horizons. Shaping a Better Future Through Responsible Innovation and Human Collaboration

Mercury Learning and Information, Enamul Haque

As artificial intelligence continues to reshape industries and societies, understanding its broader implications is crucial. AI Horizons offers an in-depth exploration of the ethical challenges and social consequences associated with AI, such as privacy, bias, and the digital divide. The book underscores the importance of transparency, fairness, and accountability, stressing the need for a responsible approach to AI development.The book further examines how AI is being adopted across various sectors, including healthcare, education, and finance, providing real-world case studies that highlight its transformative power. However, it also considers the unique challenges emerging markets face and the potential of AI to address critical global issues like poverty and climate change.AI Horizons advocates for a collaborative partnership between humans and AI, promoting human-centric design and governance frameworks to ensure that AI enhances human intelligence rather than replacing it. Through a balanced approach, the book calls for informed dialogue, public literacy in AI, and robust policies to guide AI's development responsibly and equitably.

Game Development Using Python. Mastering Interactive Game Creation and Development through Python

Mercury Learning and Information, James R. Parker

This book guides you through the basic game development process using Python, covering essential topics such as graphics, sound, artificial intelligence, animation, and game engines. Real games are created as you progress through the text, and significant parts of a game engine are built and made available for download. New chapters on card games and a side-scroller are included. The companion files contain all the resources described in the book, including example code, game assets, video/sound editing software, and color figures.The course begins with an introduction to how games work, followed by in-depth chapters on graphics and images, the game loop, and game AI, specifically focusing on collision detection. It then moves on to navigation, control, and sound, guiding you through creating a jet boat race game. Advanced topics such as animation, networking, and platformers are covered, providing a comprehensive understanding of game development.Designed for both beginners and those with some experience, this book equips readers with the skills needed to develop their own games. It emphasizes practical application, ensuring you can implement what you learn. By the end of the course, you will have a solid foundation in game development and the ability to create engaging, interactive games using Python.

Large Language Models An Introduction. Understanding the Fundamentals and Applications of Generative AI

Mercury Learning and Information, Oswald Campesato

This book provides a comprehensive overview of large language models (LLMs) and generative AI, covering foundational principles, advanced concepts, and practical applications. It begins with an introduction to the generative AI landscape, examining key features, popular techniques, and its influence on industries like art, business, and technology. The book also explores prominent models like ChatGPT and GPT-4, detailing their architectures, capabilities, and applications in text generation, code assistance, and conversational AI.Additionally, the book traces the evolution of LLMs, particularly focusing on the BERT family and its wide-ranging applications in natural language processing, translation, and multilingual tasks. Readers will also gain expertise in prompt engineering, learning practical tips and examples to interact more effectively with LLMs.In later chapters, the book tackles advanced topics such as fine-tuning LLMs, working with SVG, and concepts like few-shot learning and reinforcement learning. It concludes with discussions on ethical issues, biases in generative AI, and emerging trends like AI’s integration with IoT, quantum computing, and neuromorphic computing. This guide equips professionals and enthusiasts with a thorough understanding of generative AI's present and future.

Navigating the Stock Market. A Practical Guide for Buying, Selling, and AI Risk Management

Mercury Learning and Information, Arshad Khan

This book is perfect for investors, financial analysts, and portfolio managers. It simplifies stock market investing, offering strategies and practical advice for all levels. Key topics include research, buying and selling strategies, and using AI for risk management. The book equips you with essential knowledge and tools for successful stock investing.The course begins with planning, research, and screening, then moves to buying strategies and identifying winning characteristics. It covers company and sector analysis, selling techniques, stock prices, valuation, profitability, market behavior, and technical analysis. Advanced topics include monitoring the economy, market indicators, and avoiding investment mistakes.Understanding these concepts is crucial for informed investment decisions. The final chapters focus on risk management and leveraging AI in stock investing, addressing AI risks and mitigation strategies. This book guides readers from basic to advanced stock market concepts, blending theory with practical skills, making it essential for mastering stock investing.