Tabla de Contenidos: “…The curse of dimensionality, the data science plague -- Optimizing KMeans -- Story mutation -- The Equilibrium state -- Tracking stories over time -- Building a streaming application -- Streaming KMeans -- Visualization -- Building story connections -- Summary -- Chapter 11: Anomaly Detection on Sentiment Analysis -- Following the US elections on Twitter -- Acquiring data in stream -- Acquiring data in batch -- The search API -- Rate limit -- Analysing sentiment -- Massaging Twitter data -- Using the Stanford NLP -- Building the Pipeline -- Using Timely as a time series database -- Storing data -- Using Grafana to visualize sentiment -- Number of processed tweets -- Give me my Twitter account back -- Identifying the swing states -- Twitter and the Godwin point -- Learning context -- Visualizing our model -- Word2Graph and Godwin point -- Building a Word2Graph -- Random walks -- A Small Step into sarcasm detection -- Building features -- #LoveTrumpsHates -- Scoring Emojis -- Training a KMeans model -- Detecting anomalies -- Summary -- Chapter 12: TrendCalculus -- Studying trends -- The TrendCalculus algorithm -- Trend windows -- Simple trend -- User Defined Aggregate Functions -- Simple trend calculation -- Reversal rule -- Introducing the FHLS bar structure -- Visualize the data -- FHLS with reversals -- Edge cases -- Zero values -- Completing the gaps -- Stackable processing -- Practical applications -- Algorithm characteristics -- Advantages -- Disadvantages -- Possible use cases -- [Chart annotation] -- Chart annotation -- Co-trending -- Data reduction -- Indexing -- Fractal dimension -- Streaming proxy for piecewise linear regression -- Summary -- Chapter 13: Secure Data -- Data security -- The problem -- The basics -- Authentication and authorization -- Access control lists (ACL) -- Role-based access control (RBAC) -- Access -- Encryption…”

“…In this updated edition to their original best-selling classic, the co-creators of CSS clearly, logically, and painlessly explain the hows and whys and ins and outs of the visual formatting language that is their gift to us. The Web would be a poorer place without Messieurs Bos and Lie. …”

Tabla de Contenidos: “…Different PTA Templates for Digital Trade Governance -- A. The U.S. Template -- B. The Digital Trade Agreements of the European Union -- C. …”

Tabla de Contenidos: “…-- When There Is High Traffic -- When There Is a Large Number of Consumers/Producers -- Understanding Leader Skew -- Summary -- Chapter 5: CPU Saturation in Kafka: Causes, Consequences, and Solutions -- CPU Saturation -- CPU Usage Types -- Causes of High CPU User Times -- Causes of High CPU System Times -- Example of Kafka Brokers with High CPU %us and %sy -- Causes of High CPU Wait Times -- Causes of High CPU System Interrupt Times -- The Effect of Compacted Topics with High Retention on Disk and CPU Use -- What Is Log Compaction? …”

Tabla de Contenidos: “…-- Do you have any questions for us? -- Remembering that it's not all about work -- Loving your work too much -- Sussing out bad companies -- Reviewing the roadmap -- Summary -- Chapter 10: Discovering the Keys to Quality Work as a Web Developer -- Sweating the small stuff -- Staying in the moment -- Exercising your Google-Fu -- Recognizing MVP sites -- SO -- MDN -- Tooling around - other tools to know about and use -- SCA tools -- Linters -- Stylers -- Using the best tool of all - you! …”

Tabla de Contenidos: “…Intro -- Table of Contents -- Preface -- About This Third Edition -- This Edition's Python Language Changes -- This Edition's Python Training Changes -- This Edition's Structural Changes -- This Edition's Scope Changes -- About This Book -- This Book's Prerequisites -- This Book's Scope and Other Books -- This Book's Style and Structure -- Book Updates -- About the Programs in This Book -- Preparing for Python 3.0 -- About This Series -- Using Code Examples -- Font Conventions -- Safari® Books Online -- How to Contact Us -- Acknowledgments -- Part I -- A Python Q&amp -- A Session -- Why Do People Use Python? …”

Tabla de Contenidos: “…Intro -- Copyright -- Table of Contents -- Foreword -- Matt Jordan (Engineering Manager, Digium) -- Alex Balashov (Principal, Evariste Systems) -- Kevin McAllister (VP of Engineering, CoreDial, LLC) -- Brian Capouch (Computer Science Department, Saint Joseph's College [Indiana]) -- Preface -- Audience -- Organization -- Software -- Conventions Used in This Book -- Using Code Examples -- Safari® Books Online -- How to Contact Us -- Acknowledgments -- Leif Madsen -- Jim Van Meggelen -- Russell Bryant -- Chapter 1. …”

Tabla de Contenidos: “…Know your Map -- Introduction -- Projecting the US map -- GeoJSON -- TopoJSON -- Getting ready -- How to do it... -- How it works... -- See also -- Projecting the world map -- Getting ready -- How to do it... -- How it works... -- See also -- Building a choropleth map -- Getting ready -- How to do it... -- How it works... -- See also -- 13. …”

Tabla de Contenidos: “…Conclusion -- Chapter 8: Procurement and Spend Analytics -- Description of the Business Process -- Business Benefits -- Key Stakeholders -- Cross-Functional Analysis -- Subject Areas -- Purchase Requisitions and Purchase Request Status -- Purchase Orders -- Purchase Receipts -- Purchase Cycle Lines -- Invoice Lines -- Supplier AP Transactions -- Supplier Performance -- Procure to Pay -- Employee Expenses -- Typical Configurations and Customizations -- Strategic Sourcing -- What to Watch Out For -- Spend Classification -- Description of the Business Process -- Operation -- How to Classify the Data -- Advanced Model Creation -- Integration with E-Business Suite iProcurement -- Final Thoughts on Spend Classification -- Conclusion -- Chapter 9: HR Analytics -- Description of the Business Process -- Business Benefits -- Key Stakeholders -- Cross-Functional Analysis -- Subject Areas -- Absence -- Compensation -- Learning Enrollment and Completion -- Performance -- Recruitment -- U.S. Statutory Compliance -- Workforce Profile -- Typical Configurations and Customizations -- What to Watch Out For -- Conclusion -- Chapter 10: Enterprise Asset Management Analytics -- Description of the Business Process -- Business Benefits -- Key Stakeholders -- Cross-Functional Analysis -- Subject Areas -- Asset Failure Analysis -- Asset History -- Asset Maintenance Cost -- Asset Maintenance Work Orders -- Asset Meter Reading -- Asset Quality -- Inventory Aging -- Maintenance Material Usage -- Maintenance Resource Availability -- Maintenance Resource Usage -- MRO Inventory -- Common Configurations and What to Watch Out For -- Conclusion -- Chapter 11: Project Analytics -- Description of the Business Process -- Business Benefits -- Key Stakeholders -- Cross-Functional Analysis -- Procurement and Spend Analytics -- Financial Analytics -- Subject Areas -- Metrics and KPIs…”

Tabla de Contenidos: “…-- Johnny-Five - letting us code hardware in Node.js -- Installing the operating system -- Downloading Raspbian Lite -- Burning the image to an SD card -- Editing files on the SD card -- Booting up the Pi -- SSHing from a Linux or Mac -- SSHing from Windows -- Setting up your password and hardware interfaces -- First things first - change your password! …”

Tabla de Contenidos: “…SRTM elevation -- National Elevation Dataset (NED) -- Weather -- Geographical features -- Planet.osm -- Google Maps API -- USGS national transportation datasets -- External datasets - demographic -- The U.S. Census Bureau -- CIA World Factbook -- External datasets - economic -- Organization for Economic Cooperation and Development (OECD) -- Federal Reserve Economic Data (FRED) -- Summary -- Chapter 8: Communicating with Others - Visualization and Dashboarding -- Common mistakes when designing visuals -- The Hierarchy of Questions method -- The Hierarchy of Questions method overview -- Developing question trees -- Pulling together the data -- Aligning views with question flows -- Designing visual analysis for IoT data -- Using layout positioning to convey importance -- Use color to highlight important data -- The impact of using a single color to communicate importance -- Be consistent across visuals -- Make charts easy to interpret -- Creating a dashboard with Tableau -- The dashboard walk-through -- Hierarchy of Questions example -- Aligning visuals to the thought process -- Creating individual views -- Assembling views into a dashboard -- Creating and visualizing alerts -- Alert principles -- Organizing alerts using a Tableau dashboard -- Summary -- Chapter 9: Applying Geospatial Analytics to IoT Data -- Why do you need geospatial analytics for IoT? …”

Tabla de Contenidos: “…Intro -- Copyright -- Table of Contents -- Preface -- Conventions Used in This Book -- Using Code Examples -- O'Reilly Online Learning -- How to Contact Us -- Acknowledgments -- Chapter 1. Command-Line Tasks -- 1.1 Getting Started with the Scala REPL -- Problem -- Solution -- Discussion -- See Also -- 1.2 Loading Source Code and JAR Files into the REPL -- Problem -- Solution -- Discussion -- 1.3 Getting Started with the Ammonite REPL -- Problem -- Solution -- Discussion -- 1.4 Compiling with scalac and Running with scala -- Problem -- Solution -- Discussion -- 1.5 Disassembling and Decompiling Scala Code -- Problem -- Solution -- Discussion -- See Also -- 1.6 Running JAR Files with Scala and Java -- Problem -- Solution -- Discussion -- See Also -- Chapter 2. …”

“…SolarisTM Internals, Second Edition, provides us a fantastic means to be able to quickly understand these systems and further explore the Solaris architecture--especially when coupled with OpenSolaris source availability." …”

“…Explore the latest developments in cybersecurity with this essential guide Every day it seems we read another story about one company or another being targeted by cybercriminals. It makes some of us wonder: am I safe online? The good news is that we can all be cybersecure--and it doesn't take a degree in computer science to make it happen! …”

Tabla de Contenidos: “…-- Application Deadlines and Exam Windows -- Exam Delivery, Duration, and Format -- Exam Content Outline -- Exam Identification and Conduct Guidelines -- More on the Test Center -- How Exams Are Scored -- Chapter Review -- References -- Chapter 3 U.S. Laws and Regulations -- What You Need to Know Concerning Employee Management -- 1. …”