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Natural Language Processing in Action, Second Edition by Hobson Lane, Maria Dyshel
English | February 25, 2025 | ISBN: 1617299448 | 688 pages | MOBI | 8.83 Mb
Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models.

Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you'll discover state-of-the art Natural Language Processing (NLP) models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. You'll create NLP tools that can detect fake news, filter spam, deliver exceptional search results and even build truthfulness and reasoning into Large Language Models (LLMs).
In Natural Language Processing in Action, Second Edition you will learn how to:
* Process, analyze, understand, and generate natural language text
* Build production-quality NLP pipelines with spaCy
* Build neural networks for NLP using Pytorch
* BERT and GPT transformers for English composition, writing code, and even organizing your thoughts
* Create chatbots and other conversational AI agents
In this new and revised edition, you'll discover state-of-the art NLP models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. Plus, you'll discover vital skills and techniques for optimizing LLMs including conversational design, and automating the "trial and error" of LLM interactions for effective and accurate results.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the technology
From nearly human chatbots to ultra-personalized business reports to AI-generated email, news stories, and novels, natural language processing (NLP) has never been more powerful! Groundbreaking advances in deep learning have made high-quality open source models and powerful NLP tools like spaCy and PyTorch widely available and ready for production applications. This book is your entrance ticket-and backstage pass-into the next generation of natural language processing.
About the book
Natural Language Processing in Action, Second Edition introduces the foundational technologies and state-of-the-art tools you'll need to write and publish NLP applications. You learn how to create custom models for search, translation, writing assistants, and more, without relying on big commercial foundation models. This fully updated second edition includes coverage of BERT, Hugging Face transformers, fine-tuning large language models, and more.
What's inside
* NLP pipelines with spaCy
* Neural networks with PyTorch
* BERT and GPT transformers
* Conversational design for chatbots
About the reader
For intermediate Python programmers familiar with deep learning basics.
About the author
Hobson Lane is a data scientist and machine learning engineer with over twenty years of experience building autonomous systems and NLP pipelines. Maria Dyshel is a social entrepreneur and artificial intelligence expert, and the CEO and cofounder of Tangible AI.
Cole Howard and Hannes Max Hapke were co-authors of the first edition.
Table fo Contents
Part 1
1 Machines that read and write: A natural language processing overview
2 Tokens of thought: Natural language words
3 Math with words: Term frequency-inverse document frequency vectors
4 Finding meaning in word counts: Semantic analysis
Part 2
5 Word brain: Neural networks
6 Reasoning with word embeddings
7 Finding kernels of knowledge in text with CNNs
8 Reduce, reuse, and recycle your words: RNNs and LSTMs
Part 3
9 Stackable deep learning: Transformers
10 Large language models in the real world
11 Information extraction and knowledge graphs
12 Getting chatty with dialog engines
A Your NLP tools
B Playful Python and regular expressions
C Vectors and linear algebra
D Machine learning tools and techniques
E Deploying NLU containerized microservices
F Glossary

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Alexander R. Pruss, "Necessary Existence"
English | ISBN: 019874689X | 2018 | 232 pages | MOBI | 1028 KB
Necessary Existence breaks ground on one of the deepest questions anyone ever asks: why is there anything? The classic answer is in terms of a necessary foundation. Yet, why think that is the correct answer? Pruss and Rasmussen present an original defense of the hypothesis that there is a concrete necessary being capable of providing a foundation for the existence of things. They offer six main arguments, divided into six chapters. The first argument is an up-to-date presentation and assessment of a traditional causal-based argument from contingency. The next five arguments are new "possibility-based" arguments that make use of twentieth-century advances in modal logic. The arguments present possible pathways to an intriguing and far-reaching conclusion. The final chapter answers the most challenging objection to the existence of necessary things.

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Nettles & Petals: Grow Food. Eat Weeds. Save Seeds. The Sunday Times Bestseller by Jamie Walton, Samuel Binstead
English | April 8, 2025 | ISBN: 1836001398 | 176 pages | MOBI | 17 Mb
A compelling call to change the way we think about gardening and growing food, Nettles & Petals by ecological horticulturist and social media sensation Jamie Walton is the only guide you need to make your garden more sustainable.

Full of inviting imagery and essential information, this accessible guide provides a holistic and ecological approach to gardening and vegetable growing. With a focus on biodiversity, soil health, and the creation of balanced ecosystems, Nettles & Petals is a must-read for any budding gardener.
Join Jamie and the @NettlesAndPetals community on their mission to save the wild plants we often attempt to eradicate from our gardens and learn how to begin growing them in your spaces in a practical way.
Dig into must-know topics including:Companion plantingThe wonders of nettles and other weedsThe importance of flowers in the vegetable gardenCircular and ecological garden planningGrowing guides for Jamie's 'top 30' vegetablesSeed saving and sowingUrban and small-scale sustainable gardeningHarvesting, preserving, and sharing produceAn ideal self-purchase or a gift for the green enthusiast in your life, Nettles & Petals is perfect for anyone curious about gardening sustainably.

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Next.js: Building Modern React Applications with Server-Side Rendering (SSR), Static Site Generation (SSG), and Hands-On Projects by Morgan Devline
English | January 14, 2025 | ISBN: N/A | ASIN: B0DT4RWYTK | 356 pages | EPUB | 0.47 Mb
This book is the ultimate guide for developers who want to master Next.js and build high-performance, scalable web applications. Whether you're a beginner or an experienced React developer, this book provides you with everything you need to create dynamic, SEO-optimized, and lightning-fast web apps.

In this practical, hands-on guide, you'll:Understand the fundamentals of Next.js: Learn what makes Next.js a powerful tool for modern web development, and explore its core features, including SSR, SSG, and Incremental Static Regeneration (ISR).Master advanced concepts: Dive deep into essential Next.js topics such as dynamic routing, API routes, and data fetching strategies, empowering you to build production-ready applications.Work on real-world projects: Build dynamic websites, blogs, and e-commerce platforms while applying your knowledge to practical, real-world examples.Optimize your applications: Learn performance optimization techniques to make your apps faster, including image optimization, code splitting, and lazy loading.Deploy your Next.js projects: Understand how to deploy Next.js apps using Vercel, Netlify, and other popular cloud platforms.Whether you're looking to improve your React skills or explore the world of server-side rendering and static site generation, this book has everything you need. With step-by-step tutorials, detailed explanations, and useful code snippets, you'll gain the confidence to take on complex projects and tackle the most common challenges in web development.
What's inside:Complete coverage of Next.js fundamentals, from setting up your environment to deploying your application.A focus on practical, hands-on projects to help you apply your learning.A comprehensive guide to performance optimization, SEO strategies, and scalable web architectures.A roadmap for learning both server-side rendering and static site generation to enhance app speed and SEO.Start building powerful React applications with Next.js today and level up your development skills. Perfect for developers, entrepreneurs, and anyone looking to build high-quality web apps with the most cutting-edge technologies.

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No, I Don't Get Danger Money: Confessions of an Accidental War Correspondent by Lisette Reymer
English | July 1, 2025 | ISBN: 1991142269, 9781761506567 | True EPUB | 304 pages | 3.4 MB
A no-holds bar account of what it was really like to cover some of the most dangerous and extraordinary moments in recent history

'I woke up every day expecting to fall asleep in a different country. A blur of breaking news, airports, body armor, border crossings and bomb shelters. And wads of foreign cash.
We were charging on adrenaline and there was no place we wouldn't have gone.
Okay, except Russia. But only because the President's not my biggest fan.
I didn't get paid danger money. I would have done it all for free.'
A world away from the New Zealand farm she grew up on, Lisette Reymer suddenly found herself reporting from one of the most dangerous places on earth. And she kept going back.
Driven by a desire to tell people's stories, wherever they are; the right stories, not the easy ones - Lisette's time as Europe Correspondent coincided with some of the biggest global headlines in decades.
From inside Ukraine to the Queen's death, the war between Israel and Gaza, Donald Trump's indictment, the King's coronation, the region's deadliest natural disaster in a century, the Tokyo Olympics, the hunger crisis in Ethiopia and a revolving door of UK prime ministers; she has seen and done more in three years than many journalists do in a lifetime.
This is a funny, brutally honest account of what it was really like to cover some of the most perilous and extraordinary moments in recent history.
Take your seat. It's in the front row.

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Nuxt 3 Projects: Build scalable applications with Nuxt 3 using TypeScript, Pinia, and Composition API by Kareem Dabbeet, Mahmoud Baalbaki, Daniel Kelly
English | June 21, 2024 | ISBN: 1837632545 | 230 pages | EPUB | 10 Mb
Explore the world of Nuxt 3, the powerful Vue.js framework to build scalable, production-ready applications

Key FeaturesAcquire essential skills through eight practical Nuxt 3 projectsGain hands-on exposure to routing, authentication, state management, Composition API, SEO, testing, custom modules, and monoreposPower up your projects with widely used libraries and features such as Pinia, NuxtUI, TailwindCSS, and morePurchase of the print or Kindle book includes a free PDF eBookBook Description
Nuxt 3 Projects takes you on a hands-on learning journey through the world of Nuxt 3, the cutting-edge Vue.js framework. With a strong emphasis on project-based learning, this book ensures you gain practical, real-world experience in building robust and scalable applications.
This book guides you through comprehensive projects, starting with Nuxt fundamentals, delving into Nuxt 3's unique features like project structure, file-based routing, views, layouts, and components. You'll cover aspects like the Composition API, reusable components, and state management with Pinia, intertwining theory with practical applications. Next, the book explores data fetching, error handling, authentication, SEO, and middleware. Each concept is paired with a real-life project for immediate practical reinforcement. Later chapters tackle testing, debugging, building custom modules, and building monorepos for superior code organization. Finally, a comprehensive capstone project helps you apply all the concepts you've learned, empowering you to architect robust, scalable Nuxt 3 applications.
By the end of this book, you'll be able to efficiently apply Nuxt to Vue.js projects, confidently tackling real-world challenges and enhancing scalability.
What you will learnUnderstand Nuxt 3 fundamentals including project configuration, file-based routing, views, layouts, and componentsAdopt modern practices with Composition API and reusable componentsExplore state management with PiniaDiscover different approaches to fetching data and learn how to catch errors in different lifecyclesSecure your Nuxt.js apps with authentication and build middlewareImplement and enhance SEO for improved search engine rankingsTest and deploy your Nuxt applicationCreate custom modules and build scalable apps using monorepoWho this book is for
Ideal for junior to mid-level Vue.js developers with a basic foundation in web app development, this book guides you through Nuxt, real-world problem-solving, and best practices. Senior developers looking to refresh their knowledge or explore Nuxt can also benefit from this book. If you possess basic Vue.js and JavaScript knowledge, this book is ideal for taking your knowledge of advanced web development to the next level.
Table of ContentsSetting Up Your Nuxt 3 Environment for a Basic "Hello Nuxt" AppBuilding a Simple Portfolio Using Tailwind CSS and a Dive into Nuxt 3's Project StructureBuilding a Real Estate Listing Project to Grasp Routing, Views, Layouts, and PluginsBuilding a Weather Dashboard - Data Fetching and State ManagementBuilding a Personal Posts Space and Implementing AuthenticationEnhancing a Recipe-Sharing Site While Optimizing SEO Using Nuxt 3Building a Quiz Game Application to learn debugging and TestingCreating a Custom Translation Module in a Nuxt 3 Monorepo

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Nvidia's H20 Chip: How Nvidia Is Powering the AI Revolution Amid Global Trade Battles and Enterprise Demand
English | 2025 | ASIN: B0F5G26Q3W | 113 pages | Epub | 351.08 KB
Nvidia's H20 Chip: How Nvidia Is Powering the AI Revolution Amid Global Trade Battles and Enterprise Demand

Step into the future of artificial intelligence with Nvidia's H20 Chip, the definitive guide to the most talked-about GPU shaping the next generation of computing.
As the global race to dominate AI intensifies, Nvidia's H20 has emerged as more than just a chip. It is a geopolitical asset, an enterprise enabler, and a technological marvel. This book offers a deep and accessible exploration of why the H20 matters and how it redefines the boundaries of artificial intelligence, data science, and national security.
Inside this book, you will discover:
What makes the H20 uniquely powerful in training large language models and powering high-performance systems
Why the pricing of the H20 reflects more than market demand, and how it is being strategically positioned around the world
A detailed breakdown of specifications, architecture, and real-world benchmarks that put this GPU at the forefront of innovation.
The impact of trade restrictions and international competition on Nvidia's global sales and design strategy
The role of the H20 in scientific research, enterprise automation, and AI nationalism across China, India, Brazil, and more
Expert insights into use cases, return on investment, cloud versus on-site deployment, and the future roadmap for AI acceleration.
Whether you are a tech enthusiast, an investor, a policymaker, or an executive looking to understand the future of AI hardware, this book delivers valuable knowledge in clear and concise language. With zero fluff and high depth, it covers what others overlook, the intersection of cutting-edge technology and global politics.

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Oncology and Palliative Social Work
by Hedlund, Susan;Miller, Bryan;Christ, Grace;Messner, Carolyn;
English | 2024 | ISBN: 0197607292 | 465 pages | True PDF | 11.55 MB

Oncology and Palliative Social Work: Psychosocial Care for People Coping with Cancer illustrates the need for integrating early palliative care for patients with cancer and the important role social workers have in providing psychosocial support services across the cancer trajectory. There is a convergence of oncology and palliative social work specialties in the delivery of comprehensive, culturally-congruent, whole person cancer care. OPSW reflects the collective knowledge, skills, clinical experience and perspectives of a diverse group of interprofessional contributors, including best practices, emerging trends, and priorities in psychosocial oncology, and the impact of the COVID-19 pandemic on this evolving landscape. The volume is divided into four sections, each with five to eight thematically connected chapters. Topics include: diagnosing and treating cancer; equity, racism, cultural competence, and cultural humility; social determinants of health; cancer care amid pandemics, disasters and other traumatic events; survivorship, integrative programs, lifestyle and rehabilitation; innovative models in palliative care in oncology; the future direction of psychosocial oncology and palliative care, including research; psychosocial aspects of cancer; pain, symptom, and side effect management; a novel collaborative care model for people living with serious mental illness; interprofessional spiritual care; informal cancer caregivers; palliative and hospice care at the end of life; loss, grief, and bereavement; underrepresented, underserved, and vulnerable populations; ethical and legal issues; professional development and sustainability; credentialing, certification, and continuing education; technology; social work leadership skills; interprofessional practice; international oncology and palliative social work; and, strategies for guiding best practices for the future.

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Operators, Inequalities and Approximation: Theory and Applications (Industrial and Applied Mathematics) by Binod Chandra Tripathy, Hemen Dutta, Susanta Kumar Paikray
English | September 19, 2024 | ISBN: 9819732379 | 212 pages | MOBI | 45 Mb
The book collects chapters on operator theory as well as related approximation results and analytic inequalities. It discusses the properties of various types of operators, methods for approximating such operators, proximity point problems, applications of approximation methods in other fields such as engineering, and some analytic inequalities. It seeks to capture both the pure and applied aspects of the topics discussed. Several of the concepts covered in the book are fundamental to many aspects of applied science and engineering. The intriguing and novel aspect of the book is that it focuses on foundational aspects of the topics as well as reasonable application ideas and inputs useful information for practical applications in a variety of other scientific and engineering fields.

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Ophthalmology of Sports
English | 2025 | ISBN: 3031886445 | 161 Pages | PDF EPUB (True) | 21 MB
This book offers a comprehensive overview of the ophthalmic considerations and components of the popular sports including football, hockey, tennis, basketball, motorsports, and more. Written with experts in the field who have been involved at the highest level including the NBA, NHL, NCAA, Formula 1, NFL, ATP, and the Olympics, the chapters in this book are designed to provide expert insight and comprehensive information on ophthalmic components of sports including vision performance, ocular trauma, and neuro-ophthalmic principles.

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Optimizing the Diagnostic Power of Otoacoustic Emissions Using Theoretical Cochlear Mechanics
English | 2025 | ISBN: 303190513X | 349 Pages | PDF EPUB (True) | 21 MB
This book examines the diagnostic usefulness of otoacoustic emissions (OAEs) in the context of theoretical cochlear mechanics. OAEs have proven to be immensely useful for diagnostic purposes. The phenomenology of hearing physiology, and OAEs in particular, is briefly summarized, providing the necessary references to the literature. State-of-the-art linear and nonlinear mathematical models of the cochlea are discussed, using fundamental concepts of fluid dynamics and mechanics of vibrating systems, often exploiting the formal analogy between mechanical and electric linear systems. In particular, it is explained how the theoretical predictions about the OAE level, phase, and nonlinear I/O functions allow one to design advanced acquisition and analysis tools that significantly improve the specificity and sensitivity of OAEs to hearing dysfunction and other important physiological effects. Examples of diagnostic applications of OAEs in audiology, neurology, and space physiology are discussed, with all of the information needed to develop an OAE experiment provided, from instrument and acquisition setup to signal analysis and theoretical interpretation. The book is targeted at graduate students and researchers in hearing science with at least a basic knowledge of classical physics, calculus, Fourier analysis and signal analysis.

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Organizational Behavior
by Griffin/Phillips
English | 2024 | ISBN: 0357899075 | 594 pages | True PDF | 27.37 MB

This book is about people who operate, maintain, design, research, and manage complex systems, ranging from air traffic control systems, process control plants and manufacturing facilities to industrial enterprises, government agencies and universities. The focus is on the nature of the work these types of people perform, as well as the human abilities and limitations that usually enable and sometimes hinder their work. In particular, this book addresses how to best enhance abilities and overcome limitations, as well as foster acceptance of the means to these ends.

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Organizational Behaviour
by Buchanan, David A.
English | 2024 | ISBN: 1292417811 | 846 pages | True EPUB | 60.6 MB

Develop a critical understanding of organizational behaviour Organizational Behaviour, 11th Edition, by Buchanan and Huczynski offers a comprehensive introduction to the subject. This market-leading textbook blends social science principles with critical thinking tools, drawing clear connections between theory and practice. The popular text explores how organizations influence our views and actions, and how we can explain the behaviour of people within these organizations. Ranked as one of the top 10 most influential texts in business and management in the world according to the Financial Times' Teaching Power Rankings 2021 (research by Open Syllabus), this definitive textbook encourages you to engage with the concept of organizations in society by drawing from personal experiences, besides your standard academic resources. Fully updated to reflect recent cutting-edge research, modern working practices and topical issues, the new edition covers topics including: Power inequalities Equality, inclusion, diversity considerations Going green - how investment and insurance companies encourage environmental responsibility Code switching - adjusting language, personality, behaviour, and appearance to 'fit in' Hybrid working - impacts on home-based workers and relationships with office-based colleagues Are female leaders more effective in a crisis? - lessons from the Covid-19 pandemic 2020 Beirut Explosion - how did that happen, and was it a management problem? Offshoring, onshoring, reshoring, nearshoring, friend-shoring - the future of globalization Socially responsible investment Cultural differences in understanding body language Teamwork old and new - how groups in organizations have changed Workplace hazing - how common are the unofficial practices of initiating newcomers with degrading behaviour?

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Samuel N. Dorf, "Performing Antiquity: Ancient Greek Music and Dance from Paris to Delphi, 1890-1930"
English | ISBN: 0190612096 | 2018 | 240 pages | MOBI | 13 MB
Performing Antiquity: Ancient Greek Music and Dance from Paris to Delphi, 1890-1930 investigates collaborations between French and American scholars of Greek antiquity (archaeologists, philologists, classicists, and musicologists), and the performing artists (dancers, composers, choreographers and musicians) who brought their research to life at the birth of Modernism. The book tells the story of performances taking place at academic conferences, the Paris Opéra, ancient amphitheaters in Delphi, and private homes. These musical and dance collaborations are built on reciprocity: the performers gain new insight into their craft while learning new techniques or repertoire and the scholars gain an opportunity to bring theory into experimental practice, that is, they have a chance see/hear/experience what they have studied and imagined. The performers receive the imprimatur of scholarship, the stamp of authenticity, and validation for their creative activities. Drawing from methods and theory from musicology, dance studies, performance studies, queer studies, archaeology, classics and art history the book shows how new scholarly methods and technologies altered the performance, and, ultimately, the reception of music and dance of the past. Acknowledging and critically examining the complex relationships performers and scholars had with the pasts they studied does not undermine their work. Rather, understanding our own limits, biases, dreams, obsessions, desires, loves, and fears enriches the ways we perform the past.

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[booksz]

Pizza from the Heart: 100 Recipes for Pies, Pasta, Salads, and More by Paulie Giannone, Mary Ann Giannone
English | March 25, 2025 | ISBN: 1454954310 | 256 pages | MOBI | 107 Mb
An essential pizza book from Brooklyn's beloved Paulie Gee's pizzeria that reveals the secrets behind their most celebrated pies, alongside heartwarming stories from their decades-long culinary adventure.

This cookbook is a love story between Paulie, Mary Ann, and pizza. In 2010, at the age of 56, Paulie left a career in corporate IT to turn his backyard culinary pursuit into his retirement plan. Now that passion is Paulie Gee's-a thriving pizzeria business with restaurants and slice shops in cities all over the US. In this highly anticipated first cookbook, Paulie and Mary Ann share their secrets not only for making their inventive, addictive pies at home, but also the lessons they've learned during their 45-year marriage and 15-year restaurant partnership. (In both food and love, watch the salt.) This book features over 100 recipes for their insanely popular pizzas like the Hellboy (a soppressata pie topped with hot honey), the Mo Cheeks (a tomato and pecorino pie with guanciale), and the In Ricotta da Vegan (a ricotta pie made with vegan sausage and cheese). There are also family recipes from their home kitchen (including their famous vegetarian French onion soup and Paulie's signature Penne a la Jack Daniels), and a selection of drinks (including the restaurant's famous limoncello) and desserts. Also included are recipes featuring collaborations with some of New York's other beloved institutions, such as the Brisket-Five-O, a pizza collaboration with a local BBQ spot. The pizza recipes include instructions for cooking in a conventional home oven as well as a wood-fired pizza oven.
Level up your pizza night with this debut book from Brooklyn's famous Paulie Gee's, featuring over 100 recipes that bring their innovative combinations and time-tested techniques to home kitchens everywhere. More than just a pizza cookbook, this collection weaves together their 45-year love story with hard-won restaurant wisdom, featuring both beloved menu items from Paulie Gee's and cherished family recipes that showcase the couple's culinary journey from backyard experimenters to celebrated restaurateurs.

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[booksz]

PowerShell Fast Track: Hacks for Non-Coders by Vikas Sukhija
English | February 6, 2025 | ISBN: 8868811561 | 192 pages | MOBI | 6.21 Mb
Create complex scripts in PowerShell and learn how to connect them to cloud services like Azure and Azure AD. This updated version of the book will help you learn PowerShell by providing small "cheat" snippets that you can combine to write efficient and effective scripts.

New to the bookowerShell 5 to PowerShell 7 upgrade throughout the textNew code Snippets for AWS and other technologies.New Chapter on error reportingPowerShell Fast Track starts with the basics of PowerShell before moving on to discuss functions like date and logs, along with concepts such as inputs for your scripts. Author Vikas Sukhija then walks you through interactive input and Snapins modules, where you will learn GUI button prompts and how to import sessions. He'll then show you how to report errors through email and log errors to a text file. Reporting CSV (Comma Separate Value) is discussed next, followed by a demonstration of miscellaneous functions, including how to connect your PowerShell scripts with Azure, SharePoint, Teams and other services. As you progress further, you'll see how PowerShell provides powerful features for automation that can be leveragedfor managing your Teams workload. Finally, using practical examples, you will learn how to implement and create scripts for day-to-day usage.
After reading this book, you will be able to hit the ground running and use PowerShell's powerful features in your own work.
What You Will Learn:Utilize code Snippets to perform practical tasksCombine the code to create more complex scripts.Logging and reportingConnect to various products such as Exchange, SharePoint, Teams, and AzureADWho This Book Is For:
System administrators

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[booksz]

Practical C++ Machine Learning: Hands-on strategies for developing simple machine learning models using C++ data structures and libraries by Anais Sutherland
English | November 8, 2024 | ISBN: 8197950482 | 174 pages | PDF | 1.23 Mb
This book introduces C++ programmers to the world of machine learning. If you know C++ but haven't worked with machine learning solutions before, this book is a good place to start learning the basics and experimenting with the language's essential concepts and techniques.

The book starts off by showing you how to set up a development environment and put together some basic neural networks using the Flashlight library. It then covers essential tasks like data preprocessing, model training, and evaluation, with practical examples that show how machine learning works in a C++ context. You will also learn strategies for dealing with common problems like overfitting and performance optimization. The next few chapters get into more complex topics like convolutional neural networks, model deployment, and some key performance tuning techniques. This will help you develop and integrate your own models into applications.
By the end of the book, you will have essential hands-on experience and a better clarity to explore and expand your machine learning knowledge in C++. This book doesn't aim to cover everything, but it does serve as a good starting point for you to confidently dive into the world of machine learning and deep learning.
Key LearningsUse Flashlight to set up a C++ environment for machine learning projects.Implement neural networks from scratch to gain a hands-on understanding.Preprocess and augment data effectively to improve model performance.Train and evaluate models using appropriate loss functions and metrics.Explore overfitting challenges with techniques like regularization and dropout.Build advanced architectures like ResNet.Apply transfer learning to leverage pre-trained models.Deploy models and integrate them into real-world C++ apps.Implement real-time inference with optimized performance.Improve performance using GPU acceleration and multi-threading techniques.
Table of ContentGetting Started with C++ Machine LearningData Handling and PreprocessingBuilding a Simple Neural NetworkTraining Deep Neural NetworksConvolutional Neural NetworksImproving Model PerformanceAdvanced Neural Network ArchitecturesDeployment and IntegrationParallelism and Performance Scaling

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[booksz]

Practical Serverless and Microservices with C#:
Build resilient and secure microservices with the .NET stack and embrace serverless development in Azure
English | 2025 | ISBN: 1836642016 | 472 Pages | PDF (True) | 21 MB

Written for .NET developers entering the world of modern cloud and distributed applications, it shows you when microservices and serverless architectures are the right choice for building scalable enterprise solutions and when they're not. You'll gain a realistic understanding of their use cases and limitations. Rather than promoting microservices as a one-size-fits-all solution, it encourages thoughtful adoption based on real-world needs.

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[booksz]

Precalculus: Functions & Graphs
by lgallus
English | 2019 | ISBN: 133755233X | 743 pages | True PDF | 25.97 MB

Year after year, PRECALCULUS: FUNCTIONS AND GRAPHS leads the way in helping students like you succeed in their Precalculus courses. Its clear explanations and examples and exercises featuring a variety of real-life applications make the content understandable and relatable. This 13th edition of Swokowski and Cole's bestselling text is consistently praised for being at just the right level for Precalculus students. Perhaps most important, this book effectively prepares readers for further courses in mathematics.

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Preclinical Anatomy Review 2023: For USMLE Step 1 and COMLEX-USA Level 1 (USMLE Prep) by Kaplan Medical
English | January 3, 2023 | ISBN: 1506284361 | 401 pages | PDF | 483 Mb
The only official Kaplan Preclinical Anatomy Review 2023 covers the comprehensive information you need to ace the exam and match into the residency of your choice.Up-to-date: Updated annually by Kaplan's all-star facultyIntegrated: Packed with clinical correlations and bridges between disciplinesLearner-efficient: Organized in outline format with high-yield summary boxesTrusted: Used by thousands of students each year to succeed on USMLE Step 1

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