Intended to anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, hobbyists. This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. While there have been many tutorials and surveys for general outlier detection, we focus on outlier detection for temporal data in this book. A large number of applications generate temporal datasets. Thanks to the creative genius of Nathan Yau, we can. With this full-color book, data visualization guru and author Nathan Yau uses step-by-step tutorials to show you how to visualize and tell stories with data. This updated edition describes both the mathematical theory behind a modern photorealistic rendering system as well as its practical implementation. Found inside – Page iiiWritten for statisticians, computer scientists, geographers, research and applied scientists, and others interested in visualizing data, this book presents a unique foundation for producing almost every quantitative graphic found in ... Found inside – Page iAbout the book Deep Learning with Structured Data teaches you powerful data analysis techniques for tabular data and relational databases. Get started using a dataset based on the Toronto transit system. Found inside"Rooted in the latest science, and built on a mix of firsthand experience (including entomophagy, which, yes, is what you think it is) and close engagement with the work of scientists, farmers, vets, and chefs, Personalities on the Plate is ... Found inside – Page viiiStreamlit hello-world Creating our data app How it works. ... Private aggregation of teacher ensembles See also Other Books You May Enjoy Index 402 402 403 ... Found inside – Page 1About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. "This standard work of reference... continues offering the happy blend of grammar and lexicon." --American Reference Books Annual For many years, Hawaiian Dictionary has been the definitive and authoritative work on the Hawaiian language. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Found insideThe second book in master fantasist Raymond E. Feist’s New York Times bestselling classic epic fantasy adventure of war, magic, betrayal, and heroism, Rise of a Merchant Prince chronicles the further exploits of the young protagonists of ... And secret, too - for in the repository's basement lies the Grimm Collection, a room of magical items straight from the Grimm Brother's fairy tales. But the magic mirrors and seven-league boots and other items are starting to disappear. Found insideRage of a Demon King is Feist at his best, solidifying his standing along with Terry Goodkind, George R. R. Martin, and Terry Brooks, as the elite creators of epic sword and sorcery fantasy. Is accompanied by a supporting website featuring datasets. Applied mathematicians, statisticians, practitioners and students in computer science, bioinformatics and engineering will find this book extremely useful. Found insideIf you have Python experience, this book shows you how to take advantage of the creative freedom Flask provides. Found inside – Page 1This Book Is Perfect For Total beginners with zero programming experience Junior developers who know one or two languages Returning professionals who haven’t written code in years Seasoned professionals looking for a fast, simple, crash ... Written by a Lisp expert, this is the most comprehensive tutorial on the advanced features of Lisp for experienced programmers. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. In five parts, this guide helps you: Learn central notions and algorithms from AI, including recent breakthroughs on the way to artificial general intelligence (AGI) and superintelligence (SI) Understand why data-driven finance, AI, and ... Found insideA practical approach to conquering the complexities of Microservices using the Python tooling ecosystem About This Book A very useful guide for Python developers who are shifting to the new microservices-based development A concise, up-to ... A collection of hands-on lessons based upon the authors' considerable experience in enterprise integration, the 65 patterns included with this guide show how to use message-oriented middleware to connect enterprise applications. You’ll learn an iterative approach that enables you to quickly change the kind of analysis you’re doing, depending on what the data is telling you. All example code in this book is available as working Heroku apps. The papers in this volume represent the work presented at the 1996 workshop. Found insideFoundational Hands-On Skills for Succeeding with Real Data Science Projects This pragmatic book introduces both machine learning and data science, bridging gaps between data scientist and engineer, and helping you bring these techniques ... Found insideMaster over 80 object-oriented recipes to create amazing GUIs in Python and revolutionize your applications today About This Book Use object-oriented programming to develop amazing GUIs in Python Create a working GUI project as a central ... Found insideThis makes no sense.” She held out her ring finger and massaged it with her right index finger. Brandon's ring had fit there like finger and ring were one. This is “a fascinating tour of the psychological research on success” (The Wall Street Journal). Whether you're a complete beginner or a grizzled veteran, Thinking Spreadsheet will make you an Excel expert. Found insideWith this book, you'll learn: Task analysis, driven by a series of leading questions that draw out the important aspects of the data to be explored; Visualization patterns, each of which take a different perspective on data and answer ... Found inside – Page iYou will use this comprehensive guide for building and deploying learning models to address complex use cases while leveraging the computational resources of Google Cloud Platform. It is self-contained and illustrated with many programming examples, all of which can be conveniently run in a web browser. Each chapter concludes with exercises complementing or extending the material in the text. Found inside – Page 305Index. deep neural networks, 153-170 dot product attention, 154-159 scaled dot product attention, ... Streamlit app custom NER, 229-232 text classification, ... Found inside – Page ixCreate and deploy Streamlit web applications from scratch in Python Tyler Richards ... Wargnier Summary Other Books You May Enjoy Index Table of Contents ix. Found inside“An epic reading experience.” —San Diego Union-Tribune Acclaimed, New York Times bestselling fantasist Raymond E. Feist gets his masterful Serpentwar Saga off to a spectacular start with Shadow of a Dark Queen. In his theory of the novel, Guido Mazzoni explains that novels consist of stories told in any way whatsoever about the experiences of ordinary men and women who exist as contingent beings within time and space. Provides a unique, up-to-date survey of twelve Germanic languages from English and German to Faroese and Yiddish. Found insideThis book reviews the state of the art in algorithmic approaches addressing the practical challenges that arise with hyperspectral image analysis tasks, with a focus on emerging trends in machine learning and image processing/understanding. XGBoost is the dominant technique for predictive modeling on regular data. This book focuses on the use of powerful AI tools offered by Google Cloud Platform to develop and design intelligent applications on the cloud. In Revisiting Women’s Cinema, Lingzhen Wang ponders the roots of contemporary feminist stagnation and the limits of both commercial mainstream and elite minor cultures by turning to socialist women filmmakers in modern China. This book has been chosen for republication because of its immense educational value, and we are proud to republish it here complete with a new introduction to the subject. This book was originally published in 1905. This edition includes new information on Spark SQL, Spark Streaming, setup, and Maven coordinates. Written by the developers of Spark, this book will have data scientists and engineers up and running in no time. This book builds chapter by chapter to a complete real-life scenario, explaining how to build, monitor, and maintain a complete application using DevOps in practice. 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