Text analytics with Python

Leverage Natural Language Processing (NLP) in Python and learn how to set up your own robust environment for performing text analytics. This second edition has gone through a major revamp and introduc

Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine

Spark for Data Professionals introduces and solidifies the concepts behind Spark 2.x, teaching working developers, architects, and data professionals exactly how to build practical Spark solutions. Je

Machine Learning with Spark and Python Essential Techniques for Predictive Analytics Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves

Explore new and more sophisticated tools that reduce your marketing analytics efforts and give you precise resultsKey FeaturesStudy new techniques for marketing analyticsExplore uses of machine learni

Gain a broad foundation of advanced data analytics concepts and discover the recent revolution in databases such as Neo4j, Elasticsearch, and MongoDB. This book discusses how to implement ETL techniqu

Modern NLP techniques based on machine learning radically improve the ability of software to recognize patterns, use context to infer meaning, and accurately discern intent from poorly-structured text

This textbook provides a broad introduction to continuous and discrete dynamical systems. With its hands-on approach, the text leads the reader from basic theory to recently published research materia

本書遵循結構化和綜合性的方法，介紹了文本和語言語法、結構和語義的基礎概念和高級概念。從自然語言和Python的基礎開始，進而學習先進的分析理念和機器學習概念。全面提供了自然語言處理（NLP）和文本分析的主要概念和技術。包含了豐富的真實案例實現技術，例如構建分類新聞文章的文本分類系統,使用主題建模和文本摘要分析app或遊戲評論,進行熱門電影概要的聚類分析和電影評論的情感分析。介紹了基於Python和

Python is today's fastest growing programming language. This engaging and refreshingly different guide breaks down the skills into clear step-by-step chunks and explains the theory using brief easy-to-understand language. Rather than bamboozling readers with pages of mind-numbing technical jargon, this book includes 150 practical challenges, putting the power in the reader's hands. Through creating programs to solve these challenges the reader will quickly progress from mastering the basics to confidently using subroutines, a graphical user interface, and linking to external text, csv and SQL files. This book is perfect for anyone who wants to learn how to program with Python. In particular, students starting out in computer science and teachers who want to improve their confidence in Python will find here a set of ready-made challenges for classroom use.

Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you

This timely text/reference reviews the state of the art of big data analytics, with a particular focus on practical applications. An authoritative selection of leading international researchers presen

With this groundbreaking text, discover how wireless artificial intelligence (AI) can be used to determine position at centimeter level, sense motion and vital signs, and identify events and people. Using a highly innovative approach that employs existing wireless equipment and signal processing techniques to turn multipaths into virtual antennas, combined with the physical principle of time reversal and machine learning, it covers fundamental theory, extensive experimental results, and real practical use cases developed for products and applications. Topics explored include indoor positioning and tracking, wireless sensing and analytics, wireless power transfer and energy efficiency, 5G and next-generation communications, and the connection of large numbers of heterogeneous IoT devices of various bandwidths and capabilities. Demo videos accompanying the book online enhance understanding of these topics. Providing a unified framework for wireless AI, this is an excellent text for gradu

This unique text provides a thorough, yet accessible, grounding in the mathematics, statistics, and programming that students need to master for coursework and research in climate science, meteorology, and oceanography. Assuming only high school mathematics, it presents carefully selected concepts and techniques in linear algebra, statistics, computing, calculus and differential equations within the context of real climate science examples. Computational techniques are integrated to demonstrate how to visualize, analyze, and apply climate data, with R code featured in the book and both R and Python code available online. Exercises are provided at the end of each chapter with selected solutions available to students to aid self-study and further solutions provided online for instructors only. Additional online supplements to aid classroom teaching include datasets, images, and animations. Guidance is provided on how the book can support a variety of courses at different levels, making i

Written in lucid language, this valuable textbook brings together fundamental concepts of data mining and data warehousing in a single volume. Important topics including information theory, decision tree, Naïve Bayes classifier, distance metrics, partitioning clustering, associate mining, data marts and operational data store are discussed comprehensively. The textbook is written to cater to the needs of undergraduate students of computer science, engineering and information technology for a course on data mining and data warehousing. The text simplifies the understanding of the concepts through exercises and practical examples. Chapters such as classification, associate mining and cluster analysis are discussed in detail with their practical implementation using Weka and R language data mining tools. Advanced topics including big data analytics, relational data models and NoSQL are discussed in detail. Pedagogical features including unsolved problems and multiple-choice questions are

Davis Edge for Understanding Medical-Surgical Nursing, 6th EditionDavisEdge.comAccess Card: ISBN-13: 978-0-8036-7653-4Instant Access: ISBN-13: 978-0-8036-7654-1Understanding Medical-Surgical Nursing, 6th Edition, Online Resources, and Davis Edge work together to create an interactive learning experience that teaches students to think critically and make the best patient care decisions.The text, written specifically for LPNs/LVNs, provides the comprehensive medical-surgical nursing knowledge they need to understand in this key course. Online Resources equip instructors with the lesson plans, teaching resources, and activities to create an active classroom environment where students can apply what they’re learning. Davis Edge online quizzing tracks student progress; assesses their knowledge; prepares students for classroom exams and the NCLEX; and provides real time analytics to identify their weak concepts and topic areas.BONUS! Quizzes in the Instructor Reserve section of Davis E

In this fourth edition, Benjamin G. Rader updates the text with a portrait of baseball's new order. He charts an on-the-field game transformed by analytics, an influx of Latino and Asian players, and

In this fourth edition, Benjamin G. Rader updates the text with a portrait of baseball's new order. He charts an on-the-field game transformed by analytics, an influx of Latino and Asian players, and

This comprehensive textbook teaches the fundamentals of database design, modeling, systems, data storage, and the evolving world of data warehousing, governance and more. Written by experienced educators and experts in big data, analytics, data quality, and data integration, it provides an up-to-date approach to database management. This full-color, illustrated text has a balanced theory-practice focus, covering essential topics, from established database technologies to recent trends, like Big Data, NoSQL, and more. Fundamental concepts are supported by real-world examples, query and code walkthroughs, and figures, making it perfect for introductory courses for advanced undergraduates and graduate students in information systems or computer science. These examples are further supported by an online playground with multiple learning environments, including MySQL, MongoDB, Neo4j Cypher, and tree structure visualization. This combined learning approach connects key concepts throughout th

Each new print copy includes Navigate 2 Advantage Access that unlocks a comprehensive and interactive eBook, student practice activities and assessments, a full suite of instructor resources, and learning analytics reporting tools.Gerontology for the Health Care Professional, Fourth Edition is a comprehensive, practical text covering the evolving field of gerontology, developed for healthcare students and professionals. Written by experts across many health disciplines, this text presents an up-to-date and realistic assessment of the aging process.Gerontology for the Health Care Professional, Fourth Edition begins with a review of demographic trends and continues with an overview of key topics such as the physiology, pathology, pharmacotherapy, nutrition, communication, and social concerns related to caring for older patients. This interprofessional resource concludes with future concerns for an aging society and includes an epilogue encouraging all health care professionals to embrace