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 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  English | 2021 | ISBN: 1492055751 | 538 pages | True PDF | 8.86 MB Why reinvent the wheel every time you run into a problem with jаvascript? This cookbook is chock-full of code recipes for common programming tasks, along with techniques for building apps that work in any browser. You'll get adaptable code samples that you can add to almost any project--and you'll learn more about jаvascript in the process. The recipes in this book take advantage of the latest features in ECMAScript 2020 and beyond and use modern jаvascript coding standards. You'll learn how to:  English | 2021 | ISBN: 1292251522 | 570 pages | True PDF | 11.17 MB The importance of writing your ideas down: ★ Filter your thoughts:You go through a filtering process when you write things down. Do a quick sketch or diagram, and express hard-to-articulate ideas. In this planner, there is plenty of space for it. ![Image Objects An Archaeology of Computer Graphics (The MIT Press) [True PDF]](https://i115.fastpic.org/big/2021/0826/3a/2ac9a771b8b0e465d520f7c6f6f11c3a.jpeg) English | 2021 | ISBN: 0262045036 | 323 pages | True PDF | 31.88 MB How computer graphics transformed the computer from a calculating machine into an interactive medium, as seen through the histories of five technical objects. Most of us think of computer graphics as a relatively recent invention, enabling the spectacular visual effects and lifelike simulations we see in current films, television shows, and digital games. In fact, computer graphics have been around as long as the modern computer itself, and played a fundamental role in the development of our contemporary culture of computing. InImage Objects, Jacob Gaboury offers a prehistory of computer graphics through an examination of five technical objects--an algorithm, an interface, an object standard, a programming paradigm, and a hardware platform--arguing that computer graphics transformed the computer from a calculating machine into an interactive medium.
 English | 2021 | ASIN : B09DDCSDMF | 29 pages | PDF, AZW3, EPUB, MOBI | 2.37 MB HOW TO MAKE CANDLES - DIY Easy Step-by-Step Guide for Learning How to Make Scented Soy, Beeswax Candles, Seasonal/Healing Candles, and Wax Melts for Beginners. Uncover How to Make Your Own Homemade Candles Easily With This Detailed Candle-Making Guide! |
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