Tabla de Contenidos: “…Moodle Administration -- Notifications -- Users -- Authentication -- Accounts -- Browse list of users -- Add a new user -- Upload users -- User profile fields -- Permissions -- Define roles -- Assign global roles -- User policies -- Courses -- Add/edit courses -- Enrollments -- Course Request -- Backups -- Location -- Language -- Language Settings -- Language Editing -- Language Packs -- Modules -- Activities -- Blocks -- Filters -- Security -- Site Policies -- HTTP Security -- Module Security -- Notifications -- Anti-Virus -- Appearance -- Themes -- Theme settings -- Theme selector -- Calendar -- Filter Settings -- HTML Editor -- Moodle Docs -- My Moodle -- Course Managers -- Sticky Blocks -- Front Page -- Front Page Settings -- Front Page Roles -- Front Page Backup -- Site Files -- Server -- System Paths -- Email -- Session Handling -- RSS -- Debugging -- Statistics -- HTTP -- Maintenance Mode -- Cleanup -- Environment -- PHP Info -- Performance -- Networking -- Reports -- Course Overview -- Logs -- Statistics -- Miscellaneous -- Experimental -- XMLDB Editor -- Moodle Support -- Index…”

Tabla de Contenidos: “…-- Elasticsearch -- Logstash -- Kibana -- Beats -- Installing the ELK Stack -- Elasticsearch -- Installing Elasticsearch using a TAR file -- Installing Elasticsearch with Homebrew -- Installing Elasticsearch with MSI Windows Installer -- Installing Elasticsearch with the Debian package -- Installing Elasticsearch with the RPM package -- Logstash -- Using apt package repositories -- Using yum package repositories -- Kibana -- Installing Kibana using .tar.gz -- Installing Kibana using the Debian package -- Installing Kibana using rpm -- Installing Kibana on Windows -- Beats -- Packetbeat -- Metricbeat -- Filebeat -- Winlogbeat -- Heartbeat -- ELK use cases -- Log management -- Security monitoring and alerting -- Web scraping -- E-commerce search solutions -- Full text search -- Visualizing data -- Summary -- Chapter 2: Setting Up and Customizing the Kibana Dashboard -- Setting up the stage -- Configuring Logstash to fetch data from the Apache log file -- Outputting the log data into Elasticsearch -- Configuring Kibana to read the Elasticsearch index -- Creating demo visualizations with Apache log data -- Creating the dashboard -- Customizing the dashboard -- Editing the visualization -- Changing the title by customizing the panel -- Moving the visualization to full screen -- Deleting the visualization from the dashboard -- Changing the colors of the visualization -- Dragging and dropping visualizations on a desired location on the dashboard -- Resizing the visualization as per our requirements -- Exporting CSV data from the visualization -- Getting the Elasticsearch request, response, and statistics -- Summary -- Chapter 3: Exploring Your Data -- Kibana Discover…”

Tabla de Contenidos: “…Photochemical Products and Unregulated Emittants -- INDOOR CONCENTRATIONS -- Principal Trace Gases -- Minor Emittants and Products -- EMITTANTS WITH POTENTIAL GLOBAL INFLUENCE -- Carbon Dioxide -- Carbon Monoxide -- Methane -- SUMMARY -- Data Adequacy -- Trends -- Concentrations -- SUMMARY OF RESEARCH RECOMMENDATIONS -- ACKNOWLEDGMENTS -- References -- Mathematical Modeling of the Effect of Emission Sources on Atmospheric Pollutant Concentrations -- DEVELOPMENT OF AIR QUALITY MODELS -- Components of Exposure -- Source/Receptor Relationships -- Historical Perspective -- EMISSION SOURCE CHARACTERISTICS -- CATEGORIES OF AIR QUALITY MODELS -- Empirical/Statistical Models -- Deterministic Models -- Temporal and Spatial Resolution of Empirical and Analytical Models -- MODELING APPROACHES FOR INDIVIDUAL PROCESSES -- Turbulent Transport and Diffusion -- Complex Terrain: Street Canyons -- Removal Processes -- Representation of Atmospheric Chemistry Through Chemical Mechanisms -- Aerosol Dynamics -- MODEL EVALUATION -- Approaches for Testing Model Performance -- Data Requirements -- Analysis of Model Performance -- APPLICATION OF AIR QUALITY MODELS -- Population Exposure Calculations -- Source Apportionment and Control Strategies -- Future Uses -- SPECIAL TOPICS AND EMERGING ISSUES IN AIR QUALITY MODELING -- Modeling Large-Scale Processes -- Modeling Small-Scale Processes -- Indoor/Outdoor Pollutant Relationships -- CONCLUSION -- SUMMARY OF RESEARCH RECOMMENDATIONS -- ACKNOWLEDGMENTS -- References -- Assessment of Human Exposure to Air Pollution: Methods, Measurements, and Models -- HUMAN EXPOSURE: INTRODUCTION -- DEFINITIONS -- Concentration, Exposure, and Dose -- Components of Exposure -- Types of Exposure Information -- Individual Exposure Versus Population Exposure -- METHODS -- Air Monitoring -- Biological Monitoring -- Research Recommendations…”

Tabla de Contenidos: “…An Effect Can Be Explained by More than One Theory -- Applying Research -- Conclusion -- Notes -- References -- Chapter 24: The Validity Network Schema: Perspectives on Validity, Validation, and Research Paths in Consumer Research -- A Brief Overview of Validity Issues in Research:Observed and Manipulated Causes -- A Brief Overview of Validity Issues in Research:The Robustness of Empirical Findings -- Journal Editorials and Research Commentary Calls for Action -- The VNS: An Integration of Research Values, Research Paths,and Empirical Robustness -- Pragmatics -- Conclusion -- Note -- References -- Chapter 25: Weaving Multiple Methodologies from Different Philosophical Approaches into a Single Consumption Story -- Introduction -- History and Philosophical Traditions -- Philosophy of Science -- Philosophical Differences in Consumer Research -- A Multi-Method Approach to Understanding "Narratives" -- Many Roads Lead to Rome -- Concluding Remarks -- References -- Chapter 26: Designing and Interpreting Replication Studies in Psychological Research -- Conceptual Overview -- Statistical Conclusion Validity -- Internal Validity -- Construct Validity -- External Validity -- Validity Trade-Offs: Observations and Conclusions -- Conclusions -- Notes -- References -- Index…”

Tabla de Contenidos: “…-- Assumptions -- Making a list -- Finally choosing the analysis type -- Summary -- Practice questions -- Questions -- Answers -- Chapter 7: Measures of Central Tendency and Dispersion -- Discovering distributions -- Normal distribution -- Uniform distribution -- Poisson distribution -- Exponential distribution -- Bernoulli distribution -- Binomial distribution -- Skew and kurtosis -- Understanding measures of central tendency -- Mean -- Median -- Mode -- When to use which -- Calculating ranges and quartiles -- Ranges -- Quartiles -- Interquartile range -- Finding variance and standard deviation -- Variance -- Standard deviation -- Summary -- Practice questions -- Questions -- Answers -- Chapter 8: Common Techniques in Descriptive Statistics…”

Tabla de Contenidos: “…Introduction -- 1.1 Breast cancer: Statistics -- 1.2 Breast imaging techniques and common breast abnormalities -- 1.3 Mammogram datasets -- 2. …”

Tabla de Contenidos: “…Analysis by using the least squares method in Python -- Summary -- Problems -- Analysis -- Time Series Analysis -- Business profits - analyzing trends -- Analysis -- Analyzing trends using the least squares method in Python -- Visualization -- Conclusion -- Electronics shop's sales - analyzing seasonality -- Analysis -- Analyzing trends using the least squares method in Python -- Visualization -- Analyzing seasonality -- Conclusion -- Summary -- Problems -- Analysis -- Python Reference -- Introduction -- Python Hello World example -- Comments -- Data types -- int -- float -- String -- Tuple -- List -- Set -- Dictionary -- Flow control -- Conditionals -- For loop -- For loop on range -- For loop on list -- Break and continue -- Functions -- Input and output -- Program arguments -- Reading and writing a file -- Statistics -- Basic concepts -- Bayesian inference -- Distributions -- Normal distribution -- Cross-validation -- K-fold cross-validation -- A/B testing -- Glossary of Algorithms and Methods in Data Science -- Other Books You May Enjoy -- Index…”

“…Moreover, it reports the profiles and performance of DAC development co-operation providers and presents DAC statistics on official development assistance (ODA) and private resource flows. …”

“…Education at a Glance 2013: Highlights summarises the OECD's flagship compendium of education statistics, Education at a Glance . It provides easily accessible data on key topics in education today, including:. …”

“…The Development Co-operation Report is the key annual reference document for statistics and analysis on trends in international aid. …”

“…You'll gain insight into real-world negotiations and the delicate balancing act that occurs as each party attempts to maximize value and minimize risk, and learn the potential pitfalls that can occur. Negotiation statistics and samples from actual contracts back the war stories throughout, and reinforce the idea that there's no single perfect solution. …”

Tabla de Contenidos: “…Cover -- Title -- Copyright -- CONTENTS -- About the Author -- Overview -- 1 Music Industry Study and Facts -- Music Lifestyle -- Today's Celebrity Culture -- Mobile Music -- Downloading and Streaming -- Musical Merchandising -- Advertising Is OK -- Evaluating Your Fans, Artists and Overall Brand -- Current Trend Predictions in Today's Music Market -- TV Trends -- Longer Hours -- Airtime Availability -- Coverage -- New Trends/Platforms of Music Video Promotion -- YouTube (the Ultimate Video Promotion Platform) -- YouTube Statistics -- Promotional Strategies of Music Videos -- 2 Music Copyright, Publishing and Licensing -- Copyright -- Music Publishing -- What Music Publishers Do -- Performing Rights Organizations -- The Business of Music Licensing -- Music Licensing Company Listing -- 3 Manufacturing Processes, Systems, Product Platforms and Music Production -- Manufacturing Processes -- Press on Demand -- Digital Download Cards -- Product Platforms -- Music Video: Pre-and Post-Production -- Understanding the Entire Production Process -- MVPA -- 4 Types of Distributors and Indie Distribution Associations -- Distribution Platforms -- (Major) Independent Distributors -- Independent Distributors -- One-Stop Distributors -- Rack Jobbers -- Exporters -- Digital Distribution -- Independent Distribution Associations -- 5 Distribution Processes -- Music Distribution Process -- Returns -- Pricing -- Distribution Payment Terms -- Protect Yourself -- Invoicing -- Request for Return -- Getting Started -- Distributors and Promotion -- Doing Business With a Distributor -- Collection -- 6 Distribution Resources -- Catalogs and Databases -- Commercial Radio/College/Internet Tracking Services -- How to Get a UPC Number for Your Product -- ISRC -- 7 Alternative Selling and Total Exposure -- Cutouts, Repackaging -- Mail Order -- Placing Ads -- Branding the Music…”

Tabla de Contenidos: “…Front Cover -- Temporal Data Mining via Unsupervised Ensemble Learning -- Temporal Data Mining via Unsupervised Ensemble Learning -- Copyright -- Contents -- List of Figures -- List of Tables -- Acknowledgments -- 1 - Introduction -- 1.1 BACKGROUND -- 1.2 PROBLEM STATEMENT -- 1.3 OBJECTIVE OF BOOK -- 1.4 OVERVIEW OF BOOK -- 2 - Temporal Data Mining -- 2.1 INTRODUCTION -- 2.2 REPRESENTATIONS OF TEMPORAL DATA -- 2.2.1 TIME DOMAIN-BASED REPRESENTATIONS -- 2.2.2 TRANSFORMATION-BASED REPRESENTATIONS -- Piecewise Local Statistics -- Piecewise Discrete Wavelet Transforms -- Polynomial Curve Fitting -- Discrete Fourier Transforms -- 2.2.3 GENERATIVE MODEL-BASED REPRESENTATIONS -- 2.3 SIMILARITY MEASURES -- 2.3.1 SIMILARITY IN TIME -- 2.3.2 SIMILARITY IN SHAPE -- 2.3.3 SIMILARITY IN CHANGE -- 2.4 MINING TASKS -- 2.5 SUMMARY -- 3 - Temporal Data Clustering -- 3.1 INTRODUCTION -- 3.2 OVERVIEW OF CLUSTERING ALGORITHMS -- 3.2.1 PARTITIONAL CLUSTERING -- K-means -- Hidden Markov Model-Based K-Models Clustering -- 3.2.2 HIERARCHICAL CLUSTERING -- Single Linkage -- Complete Linkage -- Average Linkage -- HMM-Based Agglomerative Clustering -- HMM-Based Divisive Clustering -- 3.2.3 DENSITY-BASED CLUSTERING -- Density-Based Spatial Clustering of Applications with Noise -- 3.2.4 MODEL-BASED CLUSTERING -- EM Algorithm -- HMM-Based Hybrid Partitional-Hierarchical Clustering -- HMM-Based Hierarchical Metaclustering -- 3.3 CLUSTERING VALIDATION -- 3.3.1 CLASSIFICATION ACCURACY -- 3.3.2 ADJUSTED RAND INDEX -- 3.3.3 JACCARD INDEX -- 3.3.4 MODIFIED HUBERT'S Γ INDEX -- 3.3.5 DUNN'S VALIDITY INDEX -- 3.3.6 DAVIES-BOULDIN VALIDITY INDEX -- 3.3.7 NORMALIZED MUTUAL INFORMATION -- 3.4 SUMMARY -- 4 - Ensemble Learning -- 4.1 INTRODUCTION -- 4.2 ENSEMBLE LEARNING ALGORITHMS -- Bagging -- Boosting -- 4.3 COMBINING METHODS -- Linear Combiner -- Product Combiner…”

“…Mahmoud Parsian covers basic design patterns, optimization techniques, and data mining and machine learning solutions for problems in bioinformatics, genomics, statistics, and social network analysis. This book also includes an overview of MapReduce, Hadoop, and Spark…”

Tabla de Contenidos: “…Exercises -- References -- Index -- Other titles from iSTE in Mathematics and Statistics -- EULA…”

Tabla de Contenidos: “…Intro -- Table of contents -- Basic statistics of Ireland, 2014 -- Executive summary -- Main findings -- Key recommendations -- Assessment and recommendations -- Figure 1. …”

Tabla de Contenidos: “…LABEL -- ENV -- USER -- ARG -- ONBUILD -- STOPSIGNAL -- HEALTHCHECK -- Creating an image using Maven -- Building the image -- Creating and removing volumes -- Summary -- Chapter 6: Running Containers with Java Applications -- Starting and stopping containers -- Starting -- Stopping -- Listing the running containers -- Removing the containers -- Container running modes -- Foreground -- Detached -- Attaching to running containers -- Monitoring containers -- Viewing logs -- Inspecting a container -- Statistics -- Container events -- Restart policies -- no -- always -- on-failure -- unless-stopped -- Updating a restart policy on a running container -- Runtime constraints on resources -- Memory -- Processors -- Updating constraints on a running container -- Running with Maven -- Plugin configuration -- Starting and stopping containers -- Summary -- Chapter 7: Introduction to Kubernetes -- Why do we need Kubernetes? …”

Tabla de Contenidos: “…-- Shortcuts -- Setting Custom Shortcuts -- Importing and Exporting Shortcuts -- Template -- Workspace -- Tool Palette -- Main Window -- Workspace -- Chapter Two: Creating Custom Templates -- Model Info -- Animation -- Components -- Credits -- Dimensions -- File -- Location -- Rendering -- Statistics -- Text -- Units -- Default Field of View -- More Template Settings -- In Model Components -- Styles -- Layers -- Shadow Settings -- Scenes -- Chapter Three: SketchUp Extensions -- Ruby Scripts -- Where to Find Ruby Scripts -- How to Install Rubies -- Developer Resources -- Plug-Ins -- Where to Find Plug-Ins -- How to Install Plug-Ins -- Developer Resources -- Top 10 Extensions -- Chapter Four: Importing SketchUp Files -- Basic SketchUp File Importing -- Using the Component Browser -- Getting Models from the Google 3D Warehouse -- Finding What You're Looking For -- Methods of Downloading -- Creating Your Own Collections -- Creating an Easy-Bake Site Model -- Downloading Nearby Models -- Size Matters -- Scaling Your Components -- Reducing File Size -- Too Much Junk in the Trunk -- Other Component Resources -- Chapter Five: Importing CAD Files -- Choosing CAD Import Options -- Scale -- Preserve Drawing Origin -- Orient Faces Consistently -- Working with 2D CAD Files in SketchUp -- Prepping Your Files in CAD -- Managing Layers -- Drawing Walls -- Drawing Windows and Doors -- Modeling Complex Shapes -- Working with Contours -- Lost in Translation -- Working with 3D CAD Files -- Making It Look Good -- Additional Resources -- Chapter Six: Importing Images…”

“… Python is growing in popularity; based on download statistics, there are now over 450,000 people using Python, and more than 150,000 people using Python on Windows. …”

“…Expert author Hollis Thomases acquaints you with the Twitterverse, its conventions, and its fascinating demographics and statistics. She then teaches you step by step how to effectively cra…”