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Data Engineering for Machine Learning Pipelines: From Python Libraries to ML Pipelines and Cloud Platforms
English | 2024 | ASIN : B0D8XR4NJJ | 631 Pages | PDF | 33 MB
The book begins by explaining data analytics and transformation, delving into the Pandas library, its capabilities, and nuances. It then explores emerging libraries such as Polars and CuDF, providing insights into GPU-based computing and cutting-edge data manipulation techniques. The text discusses the importance of data validation in engineering processes, introducing tools such as Great Expectations and Pandera to ensure data quality and reliability. The book delves into API design and development, with a specific focus on leveraging the power of FastAPI. It covers authentication, authorization, and real-world applications, enabling you to construct efficient and secure APIs using FastAPI. Also explored is concurrency in data engineering, examining Dask's capabilities from basic setup to crafting advanced machine learning pipelines. The book includes development and delivery of data engineering pipelines using leading cloud platforms such as AWS, Google Cloud, and Microsoft Azure. The concluding chapters concentrate on real-time and streaming data engineering pipelines, emphasizing Apache Kafka and workflow orchestration in data engineering. Workflow tools such as Airflow and Prefect are introduced to seamlessly manage and automate complex data workflows.

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Deep Learning for 3D Vision
Algorithms and Applications
English | 2024 | ISBN: 9811286485 | 493 Pages | PDF (True) | 171 MB

3D deep learning is a rapidly evolving field that has the potential to transform various industries. This book provides a comprehensive overview of the current state-of-the-art in 3D deep learning, covering a wide range of research topics and applications. It collates the most recent research advances in 3D deep learning, including algorithms and applications, with a focus on efficient methods to tackle the key technical challenges in current 3D deep learning research and adoption, therefore making 3D deep learning more practical and feasible for real-world applications.

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Dependable Computing: Design and Assessment (IEEE Press) by Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Nithin M. Nakka
English | May 14, 2024 | ISBN: 1118709446 | 848 pages | MOBI | 21 Mb
Dependable Computing

Covering dependability from software and hardware perspectives
Dependable Computing: Design and Assessment looks at both the software and hardware aspects of dependability.
This book:Provides an in-depth examination of dependability/fault tolerance topicsDescribes dependability taxonomy, and briefly contrasts classical techniques with their modern counterparts or extensionsWalks up the system stack from the hardware logic via operating systems up to software applications with respect to how they are hardened for dependabilityDescribes the use of measurement-based analysis of computing systemsIllustrates technology through real-life applicationsDiscusses security attacks and unique dependability requirements for emerging applications, e.g., smart electric power grids and cloud computingFinally, using critical societal applications such as autonomous vehicles, large-scale clouds, and engineering solutions for healthcare, the book illustrates the emerging challenges faced in making artificial intelligence (AI) and its applications dependable and trustworthy.This book is suitable for those studying in the fields of computer engineering and computer science. Professionals who are working within the new reality to ensure dependable computing will find helpful information to support their efforts. With the support of practical case studies and use cases from both academia and real-world deployments, the book provides a journey of developments that include the impact of artificial intelligence and machine learning on this ever-growing field. This book offers a single compendium that spans the myriad areas in which dependability has been applied, providing theoretical concepts and applied knowledge with content that will excite a beginner, and rigor that will satisfy an expert. Accompanying the book is an online repository of problem sets and solutions, as well as slides for instructors, that span the chapters of the book.

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Digital Transformation and Enterprise Information Systems
by Adelaide Martins, Carolina Machado
English | 2025 | ISBN: 103261000X | 170 pages | True PDF EPUB | 7.85 MB

Today, only having information is insufficient for a competitive advantage. To be ahead of your competitors, you need to know them, and for this, it is important to constantly manage news and content. The information needs to be condensed and analyzed so that it can be useful to decision-makers. Enterprise systems let you collect, organize, analyze, and disseminate content so it can serve your business goals quickly. It is a daily business process, particularly for small businesses dealing with large amounts of information and digital transformation process. How you handle this information can be a competitive advantage for businesses. Digital Transformation and Enterprise Information Systems introduces new ways to use new digital technologies to enable major business improvements, enhance customer experience, simplify operations, and create new business models. It provides a better understanding of the impact of digital transformation on how enterprise systems and enterprise information technology services are managed and delivered. The book offers new knowledge on how enterprise systems influence digital business transformation and its role, along with addressing several dimensions of digital transformation in favor of SMEs. The result provides business leaders with tools and strategies to manage their enterprises better. This reference book can be used by researchers, undergraduate students taking engineering and management courses, and managers, engineers, and other professionals in fields related to technologies, management, and engineering innovation.

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DK Brittany (Travel Guide) by DK Travel
English | June 25, 2024 | ISBN: 0241473969 | 256 pages | MOBI | 112 Mb
A stroll down the stately streets of Nantes. Tucking into a savoury snack at a local crêperie. Exploring the pink sandstone cliffs of Cap d'Erquy. Brittany's historic cities and exceptional nature spots are full of uniquely Breton experiences to enjoy.

Whatever your dream trip involves, this DK Eyewitness travel guide is the perfect companion.
With a brand-new design, beautiful new photography, and inspirational content, this fully updated guide brings Brittany to life, transporting you there like no other travel guide. You'll find trusted travel advice, expert-led insights, detailed breakdowns of all the must-see sights, photographs on practically every page, and our hand-drawn illustrations, which take you inside the country's buildings and neighborhoods.
You'll discover:
Our pick of Brittany's must-sees and top experiencesBeautiful photography and detailed illustrations, taking you to the heart of BrittanyThe best spots to eat, drink, shop and stayDetailed maps and walks that make navigating the region easyEasy-to-follow itinerariesExpert advice: get ready, get around and stay safeColor-coded chapters to each part of BrittanyA lightweight format, so you can take it with you wherever you goDK Eyewitness's highly visual guides show you what others only tell you, with easy-to-read maps, tips, and tours to inform and enrich your trip. Looking for more on France's culture, history and attractions? Try our DK Eyewitness France.

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DK Top 10 Crete (Pocket Travel Guide) by DK Travel
English | June 25, 2024 | ISBN: 0241669642 | 144 pages | MOBI | 111 Mb
Make the most of your trip to Crete with DK Eyewitness Top 10. Planning is a breeze with our simple lists of ten, covering Crete's best and ensuring you don't miss a thing. The pocket-friendly format is light and easily portable, the perfect companion while out and about.

Inside, you'll find:
Top 10 lists of Crete's must-sees, including Ancient Knossos, Irakleio, Rethymno, Chania, and the Samaria GorgeCrete's most interesting areas, with the best places for sightseeing, food and drink, and shoppingThemed lists, including the best boat trips, mountain walks, natural wonders, local dishes, and much moreEasy-to-follow itineraries, perfect for a day trip, a weekend, or a weekA laminated pull-out map of Crete, plus three full-colour area mapsDK Eyewitness's Top 10s have been helping travelers make the most of their breaks since 2002.
DK is the world's leading illustrated reference ✅Publisher, producing beautifully designed books for adults and children in over 120 countries. Looking for more on Crete's culture, history, and attractions?
Try our DK Eyewitness Greek Islands.

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Do Plants Know Math?: Unwinding the Story of Plant Spirals, from Leonardo da Vinci to Now by Stéphane Douady, Jacques Dumais, Christophe Golé, Nancy Pick
English | September 24th, 2024 | ISBN: 0691158657 | 352 pages | True EPUB | 248.14 MB
A breathtakingly illustrated look at botanical spirals and the scientists who puzzled over them

Charles Darwin was driven to distraction by plant spirals, growing so exasperated that he once begged a friend to explain the mystery "if you wish to save me from a miserable death." The legendary naturalist was hardly alone in feeling tormented by these patterns. Plant spirals captured the gaze of Leonardo da Vinci and became Alan Turing's final obsession. This book tells the stories of the physicists, mathematicians, and biologists who found themselves magnetically drawn to Fibonacci spirals in plants, seeking an answer to why these beautiful and seductive patterns occur in botanical forms as diverse as pine cones, cabbages, and sunflowers.
Do Plants Know Math? takes you down through the centuries to explore how great minds have been captivated and mystified by Fibonacci patterns in nature. It presents a powerful new geometrical solution, little known outside of scientific circles, that sheds light on why regular and irregular spiral patterns occur. Along the way, the book discusses related plant geometries such as fractals and the fascinating way that leaves are folded inside of buds. Your neurons will crackle as you begin to see the connections. This book will inspire you to look at botanical patterns-and the natural world itself-with new eyes.
Featuring hundreds of gorgeous color images, Do Plants Know Math? includes a dozen creative hands-on activities and even spiral-plant recipes, encouraging readers to explore and celebrate these beguiling patterns for themselves.

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Do Sweat the Small Stuff: Harness the power of micro-interactions to transform your leadership by Sarah Langslow
English | July 9, 2024 | ISBN: 1788604865 | 264 pages | PDF | 4.00 Mb
You may think it's small stuff, but it has a big impact.

Great leadership is about people: connecting with them and inspiring them to perform at their best. But leaders under pressure tend to focus on tasks, to-do lists and deadlines.
The result? Teams are disengaged, performance and productivity are below expectations, morale is low.
Building relationships isn't a one-off task. It happens through every single interaction, and we aren't paying those everyday moments nearly enough attention.
Do Sweat the Small Stuff challenges you to notice and own the profound impact of your micro-interactions. To explore how your speaking and listening, your habits and your behaviours affect those around you, whether you realize or not. Finally, it reveals how to reinvent those interactions to reshape how you show up as a leader and build trusting, productive relationships with your people.
Sarah Langslow distils more than two decades of hands-on experience building effective leadership skills and behaviours in the corporate and sporting world and as an executive coach into an actionable plan for sustainable transformation.

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Helen Kara, "Do Your Interviews: Little Quick Fix"
English | ISBN: 1526467747 | 2019 | 124 pages | PDF | 20 MB
Interviews are the most common data collection instrument undergraduates turn to. No matter what discipline or level, someone in the course will be doing some interviews. They're quick, cheap and students think they're easy. The first two are true, but it's more than just asking a list of questions.

This Little Quick Fix lays out the basic how-to of choosing an interview as a method for a project or dissertation, and how to do it well enough so students aren't docked marks for poor or irrelevant data. Practical and hands-on, readers will be shown everything they need to prepare, how to do it quickly, and all the pitfalls to avoid. Packed with checklists, this is the foolproof solution to getting interview data quickly and effectively. Perfect for undergraduates who need to do this in a week or two.
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Janine Riviere, "Dreams in Early Modern England "
English | ISBN: 1138853992 | 2017 | 208 pages | EPUB | 2 MB
Dreams in Early Modern England offers an in-depth exploration of the variety of different ways in which early modern people understood and interpreted dreams, from medical explanations to political, religious or supernatural associations.

Through examining how dreams were discussed and presented in a range of diffrerent texts, including both published works and private notes and diaries, this book highlights the many coexisting strands of thought that surrounded dreams in early modern England. Most significantly, it places early modern perceptions of dreams within the social context of the period through an evaluation of how they were shaped by key events of the time, such as the Reformation and the English Civil Wars. The chapters also explore contemporary experiences and ideas of dreams in relation to dream divination, religious visions, sleep, nightmares and sleep disorders.
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Drugs, Poisons, and Chemistry, Revised Edition by Suzanne Bell
English | October 1, 2019 | ISBN: 8887252424 | 126 pages | EPUB | 2.40 Mb
Forensic chemists and toxicologists work with drugs and poisons, but they each start with different evidence. Forensic chemists working in a crime lab must determine if the physical evidence they receive is an illegal substance such as marijuana or cocaine. They are also responsible for samples-including fire debris, soil, paint, glass, explosives, and fibers-obtained from suspected arson crimes. Toxicologists, on the other hand, work with biological evidence such as blood, saliva, urine, and feces, using analytical chemistry to identify chemical traces and unmetabolized drugs. They often work in labs associated with a medical examiner's office or a hospital.

Drugs, Poisons, and Chemistry, Revised Edition touches on all aspects of forensic chemistry, including how it developed and what it includes today. This useful eBook covers a short history of forensic chemistry, detailing the story of arsenic and those who developed effective tests to detect it. Delving into the tools and techniques used by forensic chemists-ranging from such familiar tools as the microscope to slightly more obscure tools as the use of antibodies to detect toxins-this comprehensive resource provides a thorough examination of these three main areas of forensic chemistry. Chapters

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Dynamics 365 for Finance and Operations Development Cookbook:
Recipes to explore forms, look-ups and different integrations like Power BI and MS Office for your business solutions
English | 2017 | ISBN: 9781786468864 | 480 Pages | PDF EPUB MOBI (True) | 31 MB

Microsoft Dynamics 365 for Finance and Operations has a lot to offer developers. It allows them to customize and tailor their implementations to meet their organization's needs. This Development Cookbook will help you manage your company or customer ERP information and operations efficiently. We start off by exploring the concept of data manipulation in Dynamics 365 for Operations. This will also help you build scripts to assist data migration, and show you how to organize data in forms. You will learn how to create custom lookups using Application Object Tree forms and generate them dynamically.

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Johanna Ilmakunnas, "Early Professional Women in Northern Europe, c. 1650-1850 "
English | ISBN: 1472471342 | 2017 | 280 pages | PDF | 11 MB
This book focuses on early examples of women who may be said to have anticipated, in one way or another, modern professional and/or career-oriented women. The contributors to the book discuss women who may at least in some respect be seen as professionally ambitious, unlike the great majority of working women in the past. In order to improve their positions or to find better business opportunities, the women discussed in this book invested in developing their qualifications and professional skills, took economic or other kinds of risks, or moved to other countries. Socially, they range from elite women to women of middle-class and lower middle-class origin.

In terms of theory, the book brings fresh insights into issues that have been long discussed in the field of women's history and are also debated today. However, despite its focus on women, the book is conceptually not so much focused on gender as it is on profession, business, career, qualifications, skills, and work. By applying such concepts to analyzing women's endeavours, the book aims at challenging the conventional ideas about them.
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Easy Chinese Cookbook: Restaurant Favorites Made Simple by Chris Toy
English | May 5, 2020 | ISBN: 1646115872 | 158 pages | PDF | 4.91 Mb
Recreate your favorite Chinese takeout meals at home

Now you can capture the flavors of Chinatown in your own kitchen. This Chinese cookbook makes it quick and easy to prepare Chinese takeout favorites at home with beginner-friendly recipes that anyone can master.
From appetizers to desserts and everything in between, learn how to make classics like Egg Rolls, Hot and Sour Soup, Orange Chicken, Kung Pao Beef, Shrimp Lo Mein, and Sweet Egg Custard Dessert. These step-by-step recipes use simple, affordable, everyday ingredients you can find at most grocery stores and don't require lengthy prep work or complicated cooking techniques.
This Chinese cookbook includes:An intro to Chinese cooking―Unlock the flavors of China with detailed information about regional flavor bases, essential ingredients and equipment lists, and tips for making Chinese cooking easy.Home takeout menus―Explore convenient pre-planned menus for DIY Dim Sum, a Chinese New Year Feast, Sichuan Night, Classic Cantonese Takeout, and Vegetarian and Vegan Takeout.Recipe tips and labels―Find weeknight-friendly recipes quickly with labels for dishes that take 30 minutes or less to prepare, plus recipe-specific suggestions for taking your culinary creations to the next level.Make authentic, restaurant-quality Chinese meals in the comfort of your own kitchen with help from the Easy Chinese Cookbook.

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Len McDougall, "Edgemaster's Handbook: A Comprehensive Guide to Choosing, Using, and Maintaining Fixed-Blade and Folding Knives"
English | 2018 | pages: 240 | ISBN: 1510727698 | EPUB | 150,9 mb
Do you feel a soul-deep connection with knives and tools that are engineered to cut through other materials? Does having a sturdy knife on your person imbue you with a profound, but somehow unidentifiable, sense of security? The Edgemaster's Handbook is just that: a book completely dedicated to the care and usage of knives. Whether handling a dagger, stiletto, or bolo, you'll learn the knife's purpose and how to use is properly while keeping the blade clean and yourself safe. Len McDougall has spent his entire life-almost sixty years-learning the nuts and bolts of staying alive under adverse conditions and the mastery of weapons. And now more than ever we will need to take his lessons seriously, as understanding what to expect and how to adapt will increase the odds for survival. Featuring methods that have been personally tested through hard, field-proven experiences, you will learn everything needed to use knives for both outdoor living and protection. Included in this book are many lessons on knives, including:

- Sharpening a blade
- How to properly identify different types
- Collecting
- Using for survival and self-defense
- And so much more
Whether for the collector or the outdoorsman, McDougall shares all his knowledge and understanding of this tool for you to understand and better appreciate. The Edgemaster's Handbook is just that; a collection of tips, tricks, lessons, and knowledge from a professional that will make sure you master the usage of knives in your daily life.

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