Text Analytics with Python

Text Analytics with Python
Author: Dipanjan Sarkar
Publisher: Apress
Total Pages: 397
Release: 2016-11-30
Genre: Computers
ISBN: 1484223888

Derive useful insights from your data using Python. You will learn both basic and advanced concepts, including text and language syntax, structure, and semantics. You will focus on algorithms and techniques, such as text classification, clustering, topic modeling, and text summarization. Text Analytics with Python teaches you the techniques related to natural language processing and text analytics, and you will gain the skills to know which technique is best suited to solve a particular problem. You will look at each technique and algorithm with both a bird's eye view to understand how it can be used as well as with a microscopic view to understand the mathematical concepts and to implement them to solve your own problems. What You Will Learn: Understand the major concepts and techniques of natural language processing (NLP) and text analytics, including syntax and structure Build a text classification system to categorize news articles, analyze app or game reviews using topic modeling and text summarization, and cluster popular movie synopses and analyze the sentiment of movie reviews Implement Python and popular open source libraries in NLP and text analytics, such as the natural language toolkit (nltk), gensim, scikit-learn, spaCy and Pattern Who This Book Is For : IT professionals, analysts, developers, linguistic experts, data scientists, and anyone with a keen interest in linguistics, analytics, and generating insights from textual data

The Adventures of Sherlock Holmes

The Adventures of Sherlock Holmes
Author: Sir Arthur Conan Doyle
Publisher: First Avenue Editions ™
Total Pages: 368
Release: 2014-08-01
Genre: Fiction
ISBN: 1467775274

No mystery is too challenging for the infamous detective Sherlock Holmes and his partner, Dr. Watson. Holmes is at his best when the job seems impossible—or just plain absurd. From cases involving a strange group for red-headed men to a missing thumb, Holmes uses his powers of observation and deduction to solve even the weirdest mysteries. Scottish author Sir Arthur Conan Doyle published his first twelve original Sherlock Holmes short stories as serials in the UK's Strand Magazine from 1891-1892. This unabridged collection of the stories is taken from the book form, originally published in 1892.

Principles of Animal Locomotion

Principles of Animal Locomotion
Author: R. McNeill Alexander
Publisher: Princeton University Press
Total Pages: 384
Release: 2006-03-19
Genre: Science
ISBN: 0691126348

How can geckoes walk on the ceiling and basilisk lizards run over water? What are the aerodynamic effects that enable small insects to fly? What are the relative merits of squids' jet-propelled swimming and fishes' tail-powered swimming? Why do horses change gait as they increase speed? What determines our own vertical leap? Recent technical advances have greatly increased researchers' ability to answer these questions with certainty and in detail. This text provides an up-to-date overview of how animals run, walk, jump, crawl, swim, soar, hover, and fly. Excluding only the tiny creatures that use cilia, it covers all animals that power their movements with muscle--from roundworms to whales, clams to elephants, and gnats to albatrosses. The introduction sets out the general rules governing all modes of animal locomotion and considers the performance criteria--such as speed, endurance, and economy--that have shaped their selection. It introduces energetics and optimality as basic principles. The text then tackles each of the major modes by which animals move on land, in water, and through air. It explains the mechanisms involved and the physical and biological forces shaping those mechanisms, paying particular attention to energy costs. Focusing on general principles but extensively discussing a wide variety of individual cases, this is a superb synthesis of current knowledge about animal locomotion. It will be enormously useful to advanced undergraduates, graduate students, and a range of professional biologists, physicists, and engineers.

Silver Bullets

Silver Bullets
Author: Karl Rohnke
Publisher:
Total Pages: 0
Release: 2010
Genre: Adventure education
ISBN: 9780757565328

Offers a guide to initiative problems, adventure games and trust activities. The activities of this book have all been used effectively by a variety of teachers, counsellors, therapists, camp directors and church leaders. All have wanted an effective, engaging way to bring people together to build trust, and to break down artificial barriers.

Biomechanical Basis of Human Movement

Biomechanical Basis of Human Movement
Author: Joseph Hamill
Publisher: LWW
Total Pages: 0
Release: 2015
Genre: Biomechanics
ISBN: 9781451177305

Focusing on the quantitative nature of biomechanics, this book integrates current literature, meaningful numerical examples, relevant applications, hands-on exercises, and functional anatomy, physics, calculus, and physiology to help students - regardless of their mathematical background - understand the full continuum of human movement potential.

A Textbook of Neuroanatomy

A Textbook of Neuroanatomy
Author: Maria A. Patestas
Publisher: John Wiley & Sons
Total Pages: 544
Release: 2016-02-17
Genre: Medical
ISBN: 1118677358

Newly revised and updated, A Textbook of Neuroanatomy, Second Edition is a concise text designed to help students easily master the anatomy and basic physiology of the nervous system. Accessible and clear, the book highlights interrelationships between systems, structures, and the rest of the body as the chapters move through the various regions of the brain. Building on the solid foundation of the first edition, A Textbook of Neuroanatomy now includes two new chapters on the brainstem and reflexes, as well as dozens of new micrographs illustrating key structures. Throughout the book the clinical relevance of the material is emphasized through clinical cases, questions, and follow-up discussions in each chapter, motivating students to learn the information. A companion website is also available, featuring study aids and artwork from the book as PowerPoint slides. A Textbook of Neuroanatomy, Second Edition is an invaluable resource for students of general, clinical and behavioral neuroscience and neuroanatomy.

Enteric Glia

Enteric Glia
Author: Brian D. Gulbransen
Publisher: Biota Publishing
Total Pages: 72
Release: 2014-07-01
Genre: Medical
ISBN: 1615046615

The enteric nervous system (ENS) is a complex neural network embedded in the gut wall that orchestrates the reflex behaviors of the intestine. The ENS is often referred to as the “little brain” in the gut because the ENS is more similar in size, complexity and autonomy to the central nervous system (CNS) than other components of the autonomic nervous system. Like the brain, the ENS is composed of neurons that are surrounded by glial cells. Enteric glia are a unique type of peripheral glia that are similar to astrocytes of the CNS. Yet enteric glial cells also differ from astrocytes in many important ways. The roles of enteric glial cell populations in the gut are beginning to come to light and recent evidence implicates enteric glia in almost every aspect of gastrointestinal physiology and pathophysiology. However, elucidating the exact mechanisms by which enteric glia influence gastrointestinal physiology and identifying how those roles are altered during gastrointestinal pathophysiology remain areas of intense research. The purpose of this e-book is to provide an introduction to enteric glial cells and to act as a resource for ongoing studies on this fascinating population of glia. Table of Contents: Introduction / A Historical Perspective on Enteric Glia / Enteric Glia: The Astroglia of the Gut / Molecular Composition of Enteric Glia / Development of Enteric Glia / Functional Roles of Enteric Glia / Enteric Glia and Disease Processes in the Gut / Concluding Remarks / References / Author Biography