As with all of Knuth's writings, this book is appreciated not only for the author's unmatched insight, but also for the fun and the challenge of his work. In The Innovator’s DNA, authors Jeffrey Dyer, Hal Gregersen, and bestselling author Clayton Christensen (The Innovator’s Dilemma, The Innovator’s Solution, How Will You Measure Your Life?) build on what we know about disruptive ... Found inside – Page 10Egypt is the third-ranked trademark applicant in MENA, 2019 54 Figure 1.20. Github users in the OECD and Africa, by share of total, 2019 56 Figure 1.21. "This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"-- Found insideModern Statistical Methodology and Software for Analyzing Spatial Point PatternsSpatial Point Patterns: Methodology and Applications with R shows scientific researchers and applied statisticians from a wide range of fields how to analyze ... Found inside – Page 36IBM, for its part, works with universities across the country on research ... memory graphs of GitHub user identities and then ranking them algorithmically. The first comprehensive guide to natural experiments, providing an ideal introduction for scholars and students. Found insideThe OECD Economic Outlook is the OECD's twice-yearly analysis of the major economic trends and prospects for the next two years. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. This is the Scala edition of Category Theory for Programmers by Bartosz Milewski. This book contains code snippets in both Haskell and Scala. 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. Found inside – Page 216RQ5: How do the countries compare in terms of the privacy options offered by ... at the following repository: https://github.com/kampanosg/i-like-cookies. This book explains: Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, ... Clunky or cumbersome interfaces, lack of perceived value and use by scholars, fear of copyright infringement, and the like tended to dampen excitement and adoption.This collection of essays, arranged in five thematic sections, is intended ... Found insideThis comprehensive treatment of the statistical issues that arise in recommender systems includes detailed, in-depth discussions of current state-of-the-art methods such as adaptive sequential designs (multi-armed bandit methods), bilinear ... Found inside – Page 130Results and Discussion Table 3 shows the number of universities having at least 1 MOOC and the number of universities in the ARWU Ranking by country. Found insideThis book presents the first systematic evidence on long-term trends in global well-being since 1820 for 25 major countries and 8 regions in the world covering more than 80% of the world’s population. Found insideEach chapter consists of several recipes needed to complete a single project, such as training a music recommending system. Author Douwe Osinga also provides a chapter with half a dozen techniques to help you if you’re stuck. Found inside – Page 927Top 20 movies by influence centrality Rank Title Countries In degree ... as jupyter notebooks at https://github.com/bioglio/most-influential-films. The R Book is aimed at undergraduates, postgraduates and professionals in science, engineering and medicine. It is also ideal for students and professionals in statistics, economics, geography and the social sciences. "This book focuses on the Roassal visualization engine. Agile Visualization first presents the basic and necessary tools to visualize data. The development environment is subsequently described. Found inside – Page 1This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. Found inside – Page 343Moreover, the score is ranked according to the score compared to other developers ... country or worldwide), according to GitHub score is computed for each ... Found insideWith this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas ... Now ... neuroscientist and sleep expert Matthew Walker gives us a new understanding of the vital importance of sleep and dreaming"--Amazon.com. Found insideWhat you will learn Implement machine learning techniques to solve investment and trading problems Leverage market, fundamental, and alternative data to research alpha factors Design and fine-tune supervised, unsupervised, and reinforcement ... Found inside – Page 45... (OSS) projects developed in 20 different countries on GitHub, Mombach et al. ... to global OSS code about three times higher than the second-ranking ... As President Trump’s National Security Advisor, John Bolton spent many of his 453 days in the room where it happened, and the facts speak for themselves. The book is accompanied by an Online Resource Centre. Student resources: Timeline Web links Glossary Instructor resources: Tables and figures from the book to download 2 in-depth case studies The tone and style of this text should make this a popular book with professional programmers. However, the tone of this book will make it very popular with undergraduates. Appendix A alone would make the purchase of this book a must. This book introduces machine learning methods in finance. This book thoroughly explains how computers work. Found insideIdeal 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 ... This is done in the context of recommended global TB strategies and targets endorsed by WHO's Member States, broader development goals set by the United Nations (UN) and targets set in the political declaration at the first UN high-level ... Found insideThe World Bank Group has two overarching goals: End extreme poverty by 2030 and promote shared prosperity by boosting the incomes of the bottom 40 percent of the population in each economy. This is the eagerly-anticipated revision to one of the seminal books in the field of software architecture which clearly defines and explains the topic. Whether you are trying to build dynamic network models or forecast real-world behavior, this book illustrates how graph algorithms deliver value—from finding vulnerabilities and bottlenecks to detecting communities and improving machine ... Found inside – Page 66able to narrow down at least its country (e.g. aCompany GmbH), ... (or closed) to changes by measuring the variability of country rankings over the years. This is what this book is about: it is a practical step-by-step guide that shows you how to trade systematically, how to identify profitable trading strategies, and how to select and use a sound money management system. In this groundbreaking book, Robert Shiller explains why we ignore these stories at our peril—and how we can begin to take them seriously. If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Found inside – Page 182... deployed on Heroku, and the code was made available on GitHub. ... creating a single score and ranking for the openness of data in countries and cities ... Next you discover the importance of exploring and graphing data, before moving onto statistical tests that are the foundations of the rest of the book (for example correlation and regression). Using innovative visualizations, the book locates each country in the product space, provides complexity and growth potential rankings for 128 countries, and offers individual country pages with detailed information about a country's ... The 22 chapters included in this book provide a timely snapshot of algorithms, theory, and applications of interpretable and explainable AI and AI techniques that have been proposed recently reflecting the current discourse in this field ... The Digital Economy Report 2019 on "Value creation and capture: Implications for developing countries" takes stock of recent trends in the global digital landscape and discusses the development and policy implications of data and digital ... 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