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Start your reading journey today on DL4ALL.org and unlock a world of imagination, knowledge, and inspiration! ![]() English | 2021 | ISBN: 1484273249 | 275 pages | pdf, epub | 30.32 MB Learn best practices and the proper use of Azure management tools, such as Azure Portal, Azure PowerShell, Azure CLI, and ARM templates, which are time-saving tools that support daily administration tasks such as monitoring, alerting, backups, security, and more. This bookexplores common Azure services, including Azure networking, virtual machines, app services, backup, monitoring, and other tools of the trade that IT professionals use on a regular basis. And you will come away with a strong understanding of these services and how to use them. While Microsoft Azure is no longer "the new cloud on the block," it continues to be one of the fastest-growing platforms with regard to features, integrations, and capabilities. Over the last decade, it has undergone significant changes and amassed a large following, but many of its users, especially those who transitioned from traditional admin tasks to modern cloud computing, are not reaping its full benefits. Management in the cloud, while seemingly simpler in some ways, is not without its own set of complexities and headaches. Admins want to streamline it where it makes sense and allocate the right resources to the right job in order to keeps cost in check, but where does one begin? ![]() English | 2021 | ISBN: 1098102363 | 481 pages | True PDF | 56.15 MB This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep learning: dataset creation, data preprocessing, model design, model training, evaluation, deployment, and interpretability. Google engineers Valliappa Lakshmanan, Martin Görner, and Ryan Gillard show you how to develop accurate and explainable computer vision ML models and put them into large-scale production using robust ML architecture in a flexible and maintainable way. You'll learn how to design, train, evaluate, and predict with models written in TensorFlow or Keras. ![]() English | 2021 | ASIN : B09DL8Y5GZ | 135 pages | PDF, AZW3, EPUB, MOBI | 6.77 MB Do you wish you could be able to do basic to intermediate plumbing works around your home or RV so you don't have to call a plumber even for the smallest of plumbing problems, which you end up unnecessarily too much? And are you looking for a guide that will help you know what plumbing skills you need to develop (based on some of the common plumbing problems) and so as to be self-sufficient as far as common, basic, plumbing works are required? ![]() English | 2021 | ASIN : B09DKS22YL | 314 pages | PDF, AZW3, EPUB, MOBI | 15.85 MB This text is an introduction to the complex and emerging world of the Parallel and Distributed Computing. It helps you understand the principles and acquire the practical skills of MPI programming using the C/FORTAN programming language. My aim is for you to gain sufficient knowledge and experience to perform simple useful programming tasks using the best up-to-date techniques and so we hope for it to be the easiest book from which you can learn the basics of MPI programming. It helps you understand the principles, algorithm & implementation of Parallel and Distributed Computing. This book is emphatically focused on the concept. Understanding the fundamental ideas, principles, and techniques is the essence of a good programmer. Only well-designed code has a chance of becoming part of a correct, reliable, and maintainable parallel system. Through this book, I hope that you will see the absolute necessity of understanding Parallel and Distributed Computing. ![]() English | 2021 | ISBN: 1484273508 | 302 pages | pdf, epub | 11.59 MB Focus on implementing end-to-end projects using Python and leverage state-of-the-art algorithms. This book teaches you to efficiently use a wide range of natural language processing (NLP) packages to: implement text classification, identify parts of speech, utilize topic modeling, text summarization, sentiment analysis, information retrieval, and many more applications of NLP. The book begins with text data collection, web scraping, and the different types of data sources. It explains how to clean and pre-process text data, and offers ways to analyze data with advanced algorithms. You then explore semantic and syntactic analysis of the text. Complex NLP solutions that involve text normalization are covered along with advanced pre-processing methods, POS tagging, parsing, text summarization, sentiment analysis, word2vec, seq2seq, and much more. The book presents the fundamentals necessary for applications of machine learning and deep learning in NLP. This second edition goes over advanced techniques to convert text to features such as Glove, Elmo, Bert, etc. It also includes an understanding of how transformers work, taking sentence BERT and GPT as examples. The final chapters explain advanced industrial applications of NLP with solution implementation and leveraging the power of deep learning techniques for NLP problems. It also employs state-of-the-art advanced RNNs, such as long short-term memory, to solve complex text generation tasks. ![]() English | 2021 | ISBN: 1492087165 | 545 pages | True PDF | 65.66 MB This handy cookbook teaches new-to-intermediate Linux users the essential skills necessary to manage a Linux system, using both graphical and command-line tools. Whether you run Linux in embedded, desktop, server, or cloud or virtual environments, the fundamental skills are the same. This book aims to get you up and running quickly, with copy-paste examples. Carla Schroder provides recipes that cover specific problems, with discussions that explain how each recipe works, as well as references for additional study. ![]() English | 2021 | ISBN: 1492093823 | 828 pages | True PDF | 15.4 MB Build interactive, data-driven websites with the potent combination of open source technologies and web standards, even if you have only basic HTML knowledge. With the latest edition of this popular hands-on guide, you'll tackle dynamic web programming using the most recent versions of today's core technologies: PHP, MySQL, jаvascript, CSS, HTML5, jQuery, and the powerful React library. Web designers will learn how to use these technologies together while picking up valuable web programming practices along the way--including how to optimize websites for mobile devices. You'll put everything together to build a fully functional social networking site suitable for both desktop and mobile browsers. ![]() English | 2021 | ISBN: 1492091065 | 281 pages | True PDF | 11.39 MB When it comes to writing efficient code, every software professional needs to have an effective working knowledge of algorithms. In this practical book, author George Heineman (Algorithms in a Nutshell) provides concise and informative descriptions of key algorithms that improve coding in multiple languages. Software developers, testers, and maintainers will discover how algorithms solve computational problems creatively. Each chapter builds on earlier chapters through eye-catching visuals and a steady rollout of essential concepts, including an algorithm analysis to classify the performance of every algorithm presented in the book. At the end of each chapter, youâ??ll get to apply what youâ??ve learned to a novel challenge problemâ??simulating the experience you might find in a technical code interview. ![]() English | 2021 | ISBN: 1475853440 | 109 pages | True (PDF EPUB) | 7.96 MB Leadership Through Mentoring: The Key to Improving the Principals Confidence and Skill lays out the case for the development of robust mentorship programs to support new school leaders. With principal turnover at an all-time high, it is urgent that schools and districts find ways to help newly appointed leaders grow into effective supervisors, managers, and strategic thinkers who can also find personal and professional satisfaction in their careers. Using examples from several established and successful state programs, Leadership Through Mentoring shows how new school leaders' effectiveness, vision, and engagement can be grown through intentionally designed and executed programs that offer supportive guidance and wise counsel from experienced leaders. Thoughtfully created and appropriately resourced, such programs can pave the way to longer and more successful principal tenures, which research shows lead directly to significant improvements in schools' cultures, educational efficacy, and teacher and student performance. This is a book for leaders and governing bodies in all kinds of schools. [center] ![]() English | 2021 | ASIN : B09DN2K9X4 | 174 pages | PDF, AZW3, EPUB, MOBI | 8.67 MB This Books Absolutely For Beginners: You can learn primary skills of KOTLIN AND PYTORCH fast and easily. The book includes practical examples for beginners. [b]TABLE OF CONTENTS |