“…You'll learn about visual statistical analytics and create different types of static and animated visualizations and dashboards for rich user experiences. …”

“…In addition, there are basic tools of statistics: scatter plots, box plots, histograms, fit and confidence plots, and distributions. …”

“…The number of arbitration cases under the DIS Rules has more than doubled since 2005 while statistics of the International Chamber of Commerce (ICC) show that Germany is the fifth most frequently chosen place of arbitration and German law is the fourth most frequently chosen law. …”

“…It contains a major Chronology, set out in 12 stages, which draws together all the different aspects and theatres of the Cold War into a single 'narrative'; concise accounts of 70 Crises and Conflicts, and their significance; notes on 28 Conferences and Summits; notes on 40 Treaties and Organizations; lists and dates of the key Office-holders in the USA, USSR, China, Great Britain, France, (West) Germany, the United Nations and NATO; concise Biographies of 103 major political figures of the Cold War; a Glossary of terms; statistical data on the US/Soviet balance of Strategic nuclear weapons 1956-79; and an extended annotated Bibliography. …”

“…A walk-through guide to existing open-source data mining software is also included in this edition.This book invites readers to explore the many benefits in data mining that decision trees offer:Self-explanatory and easy to follow when compactedAble to handle a variety of input data: nominal, numeric and textualScales well to big dataAble to process datasets that may have errors or missing valuesHigh predictive performance for a relatively small computational effortAvailable in many open source data mining packages over a variety of platformsUseful for various tasks, such as classification, regression, clustering and feature selectionContents:Introduction to Decision TreesTraining Decision TreesA Generic Algorithm for Top-Down Induction of Decision TreesEvaluation of Classification TreesSplitting CriteriaPruning TreesPopular Decision Trees Induction AlgorithmsBeyond Classification TasksDecision ForestsA Walk-through Guide for Using Decision Trees SoftwareAdvanced Decision TreesCost-sensitive Active and Proactive Learning of Decision TreesFeature SelectionFuzzy Decision TreesHybridization of Decision Trees with Other TechniquesDecision Trees and Recommender SystemsReadership: Researchers, graduate and undergraduate students in information systems, engineering, computer science, statistics and management…”
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“…In the book, descriptive statistics and exploratory factor analysis pave the way for identifying the key success and complexity constructs of IS projects. …”

“…Moreover, when these efforts are leveraged by novel statistical methods, they may influence our way of thinking about the brain. …”

“…The book is heavy on the how-to, case studies, campaign results and other statistics, and interviews with ecommerce managers at businesses large and small. …”

“…By the end of this book, you will be able to use the latest features of Python and be able to build powerful tools that will solve challenging, real-world tasks What you will learn Understand how to install Python and debug Python scripts Understand and write scripts for automating testing and routine administrative activities Understand how to write scripts for text processing, encryption, decryption, and archiving Handle files, such as pdf, excel, csv, and txt files, and generate reports Write scripts for remote network administration, including handling emails Build interactive tools using a graphical user interface Handle Apache log files, SOAP and REST APIs communication Automate database administration and perform statistical analysis Who this book is for This book would be ideal for users with some basic understanding of Python programming and who are interested in scaling their programming skills to command line scripting and system administration. …”

“…Since then, it has made significant legal and institutional reforms demonstrating the government's commitment to align its energy sector with EU regulations for electricity and gas markets, security of supply, renewable energy, energy efficiency and statistics. The energy sector has been instrumental in establishing Georgia's overall economic policy focused on creating a liberalised environment through minimal state interference, deregulation, privatisation, reduced and simplified licensing and taxation, and free trade, earning the country the reputation of a "star reformer". …”

“…What You Will Learn Master relevant algorithms used in symbolic or numerical mathematics to address approximation, interpolation, differentiation, integration, root-finding, and optimization of scalar or multi-variate functions Develop different algorithms and strategies to efficiently store and manipulate large matrices of data, in particular to solve systems of linear equations, or compute their eigenvalues/eigenvectors Understand how to model physical problems with systems of differential equations and distinguish the factors that dictate the strategies to solve them Perform statistical analysis, hypothesis test design and resolution, or data mining at a higher level, and apply them to real-life problems in the field of data analysis Gain insights on the power of distances, Delaunay triangulations and Voronoi diagrams for Computational Geometry, and apply them to various engineering problems Familiarize yourself with different techniques in signal/image processing, including filtering audio, images, or video to extract information, features, or remove components In Detail The SciPy stack is a collection of open source libraries of the powerful scripting language Python, together with its interactive shells. …”

“…Some experience with databases, Excel, statistics, or Tableau is useful but not necessary…”

“…In addition to describing programming trade-offs, this Learning Path will also help you build a useful toolkit of techniques, including value caching, statistical analysis, and geometric algorithms. This Learning Path includes content from the following Packt products: C# 7 and .NET Core 2.0 High Performance by Ovais Mehboob Ahmed Khan Practical Test-Driven Development using C# 7 by John Callaway, Clayton Hunt The Modern C# Challenge by Rod Stephens What you will learn Measure application performance using BenchmarkDotNet Leverage the Task Parallel Library (TPL) and Parallel Language Integrated Query (PLINQ)library to perform asynchronous operations Modify a legacy application to make it testable Use LINQ and PLINQ to search directories for files matching patterns Find areas of polygons using geometric operations Randomize arrays and lists with extension methods Use cryptographic techniques to encrypt and decrypt strings and files Who this book is for If you want to improve the speed of your code and optimize the performance of your applications, or are simply looking for a practical resource on test driven development, this is the ideal Learning Path for you. …”

“…Alongside her academic journey, she has been actively writing technical articles on Statistics, Machine Learning, Deep Learning, and AI for various publications, driven by her passion for AI and Python programming…”

“…What you will learn Get to grips with the fundamentals of data exploration using Superset Set up a working instance of Superset on cloud services like Google Compute Engine Integrate Superset with SQL databases Build dashboards with Superset Calculate statistics in Superset for numerical, categorical, or text data Understand visualization techniques, filtering, and grouping by aggregation Manage user roles and permissions in Superset Work with SQL Lab Who this book is for This book is for data analysts, BI professionals, and developers who want to learn Apache Superset. …”

“…Angie holds a PhD in physics from London's University College, Gary Willis holds a PhD in statistical physics from London's Imperial College, and Alessandra Stagliano holds a PhD in computer science from the University of Genoa. …”

“…With this book, Ken shares his 26 years of experience to help investors prepare for the imminent bear market that could devastate their retirement plans.For those looking to build a sound financial plan for the long run, this book provides expert insight and solid advice with supporting charts, graphs, statistics, and anecdotes. Understand the buy-hold-SELL strategy Learn how to design a sell strategy to protect principal in the next bear market Find clear-cut information regarding retirement finances Discover the benefits of a diversified portfolio This book expands upon old advice to provide the most important part of the equation: a sell strategy designed to protect principal. …”

“…• Sample journals and ledgers; examples of trial balances, income statements, and balance sheets • Custom functions, such as FIFO and LIFO, for inventory management • VBA routines that automate the creation of forecasts, quality control charts, and sales and marketing analysis • Statistical process control charts: P charts, X-and-S charts, X-and-MR charts • Forecasting tools: Seasonal smoothing and ARIMA model identification quote from the front cover “Conrad takes the time to give the readers an easy-to-follow step-by-step understanding of the material, accompanied by clear illustrations, making this an excellent book to learn the material. …”

“…Coverage includes Assessing the potential value of social networking to your business Building dynamic networks of coworkers, partners, and customers that promote innovation and business agility Understanding the core services Lotus Connections 2.0 provides and the unique way in which they integrate Leveraging Lotus Connections’ consistent multitiered architecture Successfully planning for technical infrastructure and organizational change Walking through a best-practice installation and configuration process Building effective communities for employees with shared interests Using blogs to improve communications and overcome organizational silos or time zone differences Helping individuals and groups organize their work through Activities Performing administrative tasks such as customizing look-and-feel, collecting statistics, and troubleshooting Using plug-ins to integrate with Lotus Notes ® , Microsoft ® Office ® , Outlook ® , Windows ® Explorer, Lotus Sametime ® , and WebSphere ® Portal Displaying useful, up-to-the-minute information with prebuilt widgets Utilizing Lotus Connections’ REST-based API to create new integration points and build custom applications…”

“…Coverage includes Empowering developers on knowing what to do and where to look in resolving performance problems in queries or programs Providing many programming and SQL coding examples Establishing standards and guidelines that lead to high-performance SQL Implementing time-efficient code walkthroughs to ensure that your standards are followed Focusing on the small number of SQL statements that consume the most resources Identifying simple solutions that deliver the most sizable benefits Optimizing performance by rewriting query predicates more efficiently Providing a better understanding of SQL optimization and Runstat statistics Recognizing opportunities to tweak your code more effectively than the Optimizer Optimizing SQL code with COBOL applications Efficiently checking for the existence of data, rows, or tables Using Runstats’ newest capabilities to consistently optimize paths to data…”