Getting Started with DuckDB. A practical guide for accelerating your data science, data analytics, and data engineering workflows

Simon Aubury, Ned Letcher, Kris Jenkins

DuckDB is a fast in-process analytical database. Getting Started with DuckDB offers a practical overview of its usage. You'll learn to load, transform, and query various data formats, including CSV, JSON, and Parquet. The book covers DuckDB's optimizations, SQL enhancements, and extensions for specialized applications. Working with examples in SQL, Python, and R, you'll explore analyzing public datasets and discover tools enhancing DuckDB workflows. This guide suits both experienced and new data practitioners, quickly equipping you to apply DuckDB's capabilities in analytical projects. You'll gain proficiency in using DuckDB for diverse tasks, enabling effective integration into your data workflows.

Music for Film and Game Soundtracks with FL Studio. Learn music production, compose orchestral music, and launch your music career

Joshua Au-Yeung

FL Studio is a cutting-edge software music production environment and a powerful and easy-to-use tool for composing music. In this comprehensive guide, you’ll discover how to use FL Studio's tools and techniques to design exciting soundtracks for your films, TV shows, video games, and much more.You'll start by understanding the business of composing, learning how to communicate, score, market your services, land gigs, and deliver music projects for clients like a professional. Next, you'll set up your studio environment, navigate key tools, such as the channel rack, piano roll, playlist, mixer, and browser, and export songs. The book then advances to show you how to compose orchestral music using MIDI (musical instrument digital interface) programming, with a dedicated section to string instruments. You’ll create sheet music using MuseScore for live musicians to play your compositions. Later, you’ll learn about the art of Foley for recording realistic sound effects, create adaptive music that changes throughout video games, and design music to trigger specific emotions, for example, scary music to terrify your listener. Finally, you'll work on a sample project that will help you prepare for your composing career.By the end of this book, you’ll be able to create professional soundtrack scores for your films and video games.

Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data

Patrick R. Nicolas

Hands-On Artificial Intelligence on Amazon Web Services. Decrease the time to market for AI and ML applications with the power of AWS

Subhashini Tripuraneni, Charles Song

From data wrangling through to translating text, you can accomplish this and more with the artificial intelligence and machine learning services available on AWS.With this book, you’ll work through hands-on exercises and learn to use these services to solve real-world problems. You’ll even design, develop, monitor, and maintain machine and deep learning models on AWS.The book starts with an introduction to AI and its applications in different industries, along with an overview of AWS artificial intelligence and machine learning services. You’ll then get to grips with detecting and translating text with Amazon Rekognition and Amazon Translate. The book will assist you in performing speech-to-text with Amazon Transcribe and Amazon Polly. Later, you’ll discover the use of Amazon Comprehend for extracting information from text, and Amazon Lex for building voice chatbots. You will also understand the key capabilities of Amazon SageMaker such as wrangling big data, discovering topics in text collections, and classifying images. Finally, you’ll cover sales forecasting with deep learning and autoregression, before exploring the importance of a feedback loop in machine learning.By the end of this book, you will have the skills you need to implement AI in AWS through hands-on exercises that cover all aspects of the ML model life cycle.

WebSphere Application Server 7.0 Administration Guide. Manage and administer your IBM WebSphere application server to create a reliable, secure, and scalable environment for running your applications with this book and

Steve Robinson

As an administrator you need a secure, scalable, resilient application infrastructure to support the developers building and managing J2EE applications and Service Oriented Architecture services. WebSphere application server, a product from IBM, is optimized to ease administration and improve runtime performance. It helps you run applications and services in a reliable, secure, and high-performance environment to ensure business opportunities are not lost due to application downtime.It's easy to get started and tame this powerful application server when you've got this book to hand. This administration guide will help you provide an innovative, performance-based foundation to build, run, and manage J2EE applications and SOA services, offering the highest level of reliability, security, and scalability.This book will take you through the different methods for installing WebSphere application server and demonstrate how to configure and prepare WebSphere resources for your application deployments. During configuration you will be shown how to administer your WebSphere server standalone or using the new administrative agent, which provides the ability to administer multiple installations of WebSphere application server using one single administration console. WebSphere security is covered in detail showing the various methods of implanting federated user and group repositories. The facets of data-aware and message-aware applications are explained and demonstrated giving the reader real-world examples of manual and automated deployments. Key administration features and tools are introduced, which will help a WebSphere administrator manage and tune their WebSphere implementation and application for success.

Modernizing Legacy Applications to Microsoft Azure. Plan and execute your modernization journey seamlessly

Steve Read, Larry Mead, Bob Ellsworth

Organizations have varying circumstances, objectives, and prerequisites when contemplating a hyper-scale cloud solution transformation to a platform such as Azure. Modernizing Legacy Applications to Microsoft Azure uncovers potential scenarios and provides choices, methodologies, techniques, and prospective possibilities for transitioning from legacy applications to the Microsoft Azure environment.You’ll start by understanding the legacy systems and the main concerns regarding migration. Then, you’ll investigate why distributed architectures are compelling and the various components of the Azure platform needed during migration. After that, you’ll explore the approaches to modernizing legacy applications and the Rs of modernizing (i.e., rehost, refactor, rearchitect, and retire). You’ll also learn about integration approaches and potential pitfalls.By the end of this book, you’ll be well equipped to modernize your legacy workloads while being aware of pitfalls and best practices.

Windows Phone 7.5: Building Location-aware Applications. Build your first Windows Phone application with Location and Maps with this book and

Zeeshan Chawdhary, Zeeshan Chawdhary

Windows Phone 7.5 has met with some great initial reviews from all mobile critics. It is poised to be the '3rd' eco-system for mobile, joining Apple's iOS and Google's Android platform. With Microsoft and Nokia working on multiple devices based on Windows Phone, the platform is a no-brainer enterprise success. Microsoft Office, Email, Skype and a fresh new mobile operating system has been a great champion of a cause for both Microsoft and Nokia. Windows Phone 7.5: Building Location-aware Applications will teach you to divein to the new Windows Phone Experience. No more 600 page bibles - just the right mix of text and lots of code to get you started!Windows Phone 7.5: Building Location-aware Applications covers location based services and maps, and focuses on methods of location detection and maps. Powered with this information, two real-world applications are covered. In short, this is a concise book on building location aware apps for Windows Phone.

Generative AI with Amazon Bedrock. Build, scale, and secure generative AI applications using Amazon Bedrock

Shikhar Kwatra, Bunny Kaushik

The concept of generative artificial intelligence has garnered widespread interest, with industries looking to leverage it to innovate and solve business problems. Amazon Bedrock, along with LangChain, simplifies the building and scaling of generative AI applications without needing to manage the infrastructure.Generative AI with Amazon Bedrock takes a practical approach to enabling you to accelerate the development and integration of several generative AI use cases in a seamless manner. You’ll explore techniques such as prompt engineering, retrieval augmentation, fine-tuning generative models, and orchestrating tasks using agents. The chapters take you through real-world scenarios and use cases such as text generation and summarization, image and code generation, and the creation of virtual assistants. The latter part of the book shows you how to effectively monitor and ensure security and privacy in Amazon Bedrock.By the end of this book, you’ll have gained a solid understanding of building and scaling generative AI apps using Amazon Bedrock, along with various architecture patterns and security best practices that will help you solve business problems and drive innovation in your organization.