Download or read book Web Scraping with Python written by Ryan Mitchell and published by "O'Reilly Media, Inc.". This book was released on 2015-06-15 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn web scraping and crawling techniques to access unlimited data from any web source in any format. With this practical guide, you’ll learn how to use Python scripts and web APIs to gather and process data from thousands—or even millions—of web pages at once. Ideal for programmers, security professionals, and web administrators familiar with Python, this book not only teaches basic web scraping mechanics, but also delves into more advanced topics, such as analyzing raw data or using scrapers for frontend website testing. Code samples are available to help you understand the concepts in practice. Learn how to parse complicated HTML pages Traverse multiple pages and sites Get a general overview of APIs and how they work Learn several methods for storing the data you scrape Download, read, and extract data from documents Use tools and techniques to clean badly formatted data Read and write natural languages Crawl through forms and logins Understand how to scrape JavaScript Learn image processing and text recognition
Download or read book Introduction to Information Retrieval written by Christopher D. Manning and published by Cambridge University Press. This book was released on 2008-07-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.
Download or read book Semantic Network Analysis written by Wouter van Atteveldt and published by . This book was released on 2008 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This books describes a number of techniques that have been developed to facilitate Semantic Network Analysis. It describes techniques to automatically extract networks using co-occurrence, grammatical analysis, and sentiment analysis using machine learning. Additionally, it describes techniques to represent the extracted semantic networks and background knowledge about the actors and issues in the network, using Semantic Web techniques to deal with multiple issue categorisations and political roles and functions that shift over time. It shows how this combined network of message content and background knowledge can be queried and visualized to make it easy to answer a variety of research questions. Finally, this book describes the AmCAT infrastructure and iNet coding program for that have been developed to facilitate managing large automatic and manual content analysis projects.
Download or read book Powering the Digital Economy Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Download or read book Grammars and Descriptions written by Teun A. van Dijk and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-08-01 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: To celebrate the 270th anniversary of the De Gruyter publishing house, the company is providing permanent open access to 270 selected treasures from the De Gruyter Book Archive. Titles will be made available to anyone, anywhere at any time that might be interested. The DGBA project seeks to digitize the entire backlist of titles published since 1749 to ensure that future generations have digital access to the high-quality primary sources that De Gruyter has published over the centuries.
Download or read book The Burnout Epidemic written by Jennifer Moss and published by Harvard Business Press. This book was released on 2021-09-28 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Named one of 10 Best New Management Books for 2022 by Thinkers50 Named to the shortlist for the 2021 Outstanding Works of Literature (OWL) Award in the Management & Culture Category In this important and timely book, workplace well-being expert Jennifer Moss helps leaders and individuals prevent burnout and create healthier, happier, and more productive workplaces. We tend to think of burnout as a problem we can solve with self-care: more yoga, better breathing techniques, and more resilience. But evidence is mounting that applying personal, Band-Aid solutions to an epic and rapidly evolving workplace phenomenon isn't enough—in fact, it's not even close. If we're going to solve this problem, organizations must take the lead in developing an antiburnout strategy that moves beyond apps, wellness programs, and perks. In this eye-opening, paradigm-shifting, and practical guide, Jennifer Moss lays bare the real causes of burnout and how organizations can stop the chronic stress cycle that an alarming number of workers suffer through. The Burnout Epidemic explains: What causes burnout—and what organizations can do to prevent it Why traditional wellness initiatives fall short How companies can build an antiburnout strategy based on prevention, not perks How leaders can measure burnout in their own organizations What leaders can do to develop a healthier culture that prioritizes resilience and curiosity As the pandemic has shown, self-care is important, but it's not a cure-all for burnout. Employers need to do more. With fascinating research, new findings from the pandemic, and interviews with business leaders around the globe, The Burnout Epidemic offers readers insightful and actionable advice that will empower them to help themselves—and their employees—feel healthier and happier at work.
Download or read book Big Crisis Data written by Carlos Castillo and published by Cambridge University Press. This book was released on 2016-07-04 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media is invaluable during crises like natural disasters, but difficult to analyze. This book shows how computer science can help.
Download or read book The Language of Crisis written by Mimi Huang and published by John Benjamins Publishing Company. This book was released on 2020-07-15 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: In times of crisis, how do people conceptualise and communicate their experiences through different forms and channels? How can original research in cognitive linguistics, discourse analysis and crisis studies advance our understanding of the ways in which we interact with and communicate about crisis events? In answering these questions, this volume examines the unique functions, features and applications of the metaphors and frames that emerge from and give shape to crisis-related discourses. The chapters in this volume present original concepts, approaches, authentic data and findings of crisis discourses in a wide range of organisational, political and personal contexts that affect a diverse body of language users and communities. This book will appeal to a broad readership in linguistics, sociological studies, cognitive sciences, crisis studies as well as language and communication researchers and practitioners.
Download or read book The Psychology of Fake News written by Rainer Greifeneder and published by Routledge. This book was released on 2020-08-13 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume examines the phenomenon of fake news by bringing together leading experts from different fields within psychology and related areas, and explores what has become a prominent feature of public discourse since the first Brexit referendum and the 2016 US election campaign. Dealing with misinformation is important in many areas of daily life, including politics, the marketplace, health communication, journalism, education, and science. In a general climate where facts and misinformation blur, and are intentionally blurred, this book asks what determines whether people accept and share (mis)information, and what can be done to counter misinformation? All three of these aspects need to be understood in the context of online social networks, which have fundamentally changed the way information is produced, consumed, and transmitted. The contributions within this volume summarize the most up-to-date empirical findings, theories, and applications and discuss cutting-edge ideas and future directions of interventions to counter fake news. Also providing guidance on how to handle misinformation in an age of “alternative facts”, this is a fascinating and vital reading for students and academics in psychology, communication, and political science and for professionals including policy makers and journalists.
Download or read book Stock Market Volatility written by Greg N. Gregoriou and published by CRC Press. This book was released on 2009-04-08 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: Up-to-Date Research Sheds New Light on This Area Taking into account the ongoing worldwide financial crisis, Stock Market Volatility provides insight to better understand volatility in various stock markets. This timely volume is one of the first to draw on a range of international authorities who offer their expertise on market volatility in devel
Download or read book Ask a Manager written by Alison Green and published by Ballantine Books. This book was released on 2018-05-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the creator of the popular website Ask a Manager and New York’s work-advice columnist comes a witty, practical guide to 200 difficult professional conversations—featuring all-new advice! There’s a reason Alison Green has been called “the Dear Abby of the work world.” Ten years as a workplace-advice columnist have taught her that people avoid awkward conversations in the office because they simply don’t know what to say. Thankfully, Green does—and in this incredibly helpful book, she tackles the tough discussions you may need to have during your career. You’ll learn what to say when • coworkers push their work on you—then take credit for it • you accidentally trash-talk someone in an email then hit “reply all” • you’re being micromanaged—or not being managed at all • you catch a colleague in a lie • your boss seems unhappy with your work • your cubemate’s loud speakerphone is making you homicidal • you got drunk at the holiday party Praise for Ask a Manager “A must-read for anyone who works . . . [Alison Green’s] advice boils down to the idea that you should be professional (even when others are not) and that communicating in a straightforward manner with candor and kindness will get you far, no matter where you work.”—Booklist (starred review) “The author’s friendly, warm, no-nonsense writing is a pleasure to read, and her advice can be widely applied to relationships in all areas of readers’ lives. Ideal for anyone new to the job market or new to management, or anyone hoping to improve their work experience.”—Library Journal (starred review) “I am a huge fan of Alison Green’s Ask a Manager column. This book is even better. It teaches us how to deal with many of the most vexing big and little problems in our workplaces—and to do so with grace, confidence, and a sense of humor.”—Robert Sutton, Stanford professor and author of The No Asshole Rule and The Asshole Survival Guide “Ask a Manager is the ultimate playbook for navigating the traditional workforce in a diplomatic but firm way.”—Erin Lowry, author of Broke Millennial: Stop Scraping By and Get Your Financial Life Together
Download or read book Journalism fake news disinformation written by Ireton, Cherilyn and published by UNESCO Publishing. This book was released on 2018-09-17 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Leader in Me written by Stephen R. Covey and published by Simon and Schuster. This book was released on 2012-12-11 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Children in today's world are inundated with information about who to be, what to do and how to live. But what if there was a way to teach children how to manage priorities, focus on goals and be a positive influence on the world around them? The Leader in Meis that programme. It's based on a hugely successful initiative carried out at the A.B. Combs Elementary School in North Carolina. To hear the parents of A. B Combs talk about the school is to be amazed. In 1999, the school debuted a programme that taught The 7 Habits of Highly Effective Peopleto a pilot group of students. The parents reported an incredible change in their children, who blossomed under the programme. By the end of the following year the average end-of-grade scores had leapt from 84 to 94. This book will launch the message onto a much larger platform. Stephen R. Covey takes the 7 Habits, that have already changed the lives of millions of people, and shows how children can use them as they develop. Those habits -- be proactive, begin with the end in mind, put first things first, think win-win, seek to understand and then to be understood, synergize, and sharpen the saw -- are critical skills to learn at a young age and bring incredible results, proving that it's never too early to teach someone how to live well.
Download or read book The Road Ahead written by Bill Gates and published by Penguin Group. This book was released on 1996 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this clear-eyed, candid, and ultimately reassuring
Download or read book When the Press Fails written by W. Lance Bennett and published by University of Chicago Press. This book was released on 2008-09-15 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: A sobering look at the intimate relationship between political power and the news media, When the Press Fails argues the dependence of reporters on official sources disastrously thwarts coverage of dissenting voices from outside the Beltway. The result is both an indictment of official spin and an urgent call to action that questions why the mainstream press failed to challenge the Bush administration’s arguments for an invasion of Iraq or to illuminate administration policies underlying the Abu Ghraib controversy. Drawing on revealing interviews with Washington insiders and analysis of content from major news outlets, the authors illustrate the media’s unilateral surrender to White House spin whenever oppositional voices elsewhere in government fall silent. Contrasting these grave failures with the refreshingly critical reporting on Hurricane Katrina—a rare event that caught officials off guard, enabling journalists to enter a no-spin zone—When the Press Fails concludes by proposing new practices to reduce reporters’ dependence on power. “The hand-in-glove relationship of the U.S. media with the White House is mercilessly exposed in this determined and disheartening study that repeatedly reveals how the press has toed the official line at those moments when its independence was most needed.”—George Pendle, Financial Times “Bennett, Lawrence, and Livingston are indisputably right about the news media’s dereliction in covering the administration’s campaign to take the nation to war against Iraq.”—Don Wycliff, Chicago Tribune “[This] analysis of the weaknesses of Washington journalism deserves close attention.”—Russell Baker, New York Review of Books
Download or read book PHealth 2021 written by B. Blobel and published by IOS Press. This book was released on 2021-12-03 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart mobile systems – microsystems, smart textiles, smart implants, sensor-controlled medical devices – together with related body, local and wide-area networks up to cloud services, have become important enablers for telemedicine and the next generation of healthcare services. The multilateral benefits of pHealth technologies offer enormous potential for all stakeholder communities, not only in terms of improvements in medical quality and industrial competitiveness, but also for the management of healthcare costs and, last but not least, the improvement of patient experience. This book presents the proceedings of pHealth 2021, the 18th in a series of conferences on wearable micro and nano technologies for personalized health with personal health management systems, hosted by the University of Genoa, Italy, and held as an online event from 8 – 10 November 2021. The conference focused on digital health ecosystems in the transformation of healthcare towards personalized, participative, preventive, predictive precision medicine (5P medicine). The book contains 46 peer-reviewed papers (1 keynote, 5 invited papers, 33 full papers, and 7 poster papers). Subjects covered include the deployment of mobile technologies, micro-nano-bio smart systems, bio-data management and analytics, autonomous and intelligent systems, the Health Internet of Things (HIoT), as well as potential risks for security and privacy, and the motivation and empowerment of patients in care processes. Providing an overview of current advances in personalized health and health management, the book will be of interest to all those working in the field of healthcare today.
Download or read book Behavioural Public Policy written by Adam Oliver and published by Cambridge University Press. This book was released on 2013-10-24 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this accessible collection, leading academic economists, psychologists and philosophers apply behavioural economic findings to practical policy concerns.
