User:Jmason900/Books/Data Analytics:Overview, Methods, Tools

Data Analytics: Overview, Methods, Tools

 * Data Architecture
 * Database normalization
 * Relational database
 * First normal form
 * Second normal form
 * Third normal form
 * Relational model
 * SQL
 * SQL/PSM
 * MySQL
 * WebScaleSQL
 * Comparison of MySQL database engines
 * Comparison of database tools
 * Database model
 * Data warehouse
 * Star schema
 * Snowflake schema
 * Anchor Modeling
 * Data mart
 * Metadata
 * Data warehouse architectures
 * Master data management


 * Data Analytics
 * Analysis
 * Analytics
 * Dimensional Fact Model
 * OLAP cube
 * MultiDimensional eXpressions
 * Online analytical processing
 * MOLAP
 * ROLAP
 * HOLAP
 * XML for Analysis
 * Comparison of OLAP Servers
 * Mondrian OLAP server
 * Essbase
 * Microsoft Analysis Services
 * Data Mining Extensions
 * Business intelligence
 * Open-source intelligence
 * Pentaho


 * Data and Semantic Search
 * Search-oriented architecture
 * Nutch
 * Lucene
 * Apache Solr
 * JSON
 * JavaScript
 * Open Semantic Framework
 * Resource Description Framework
 * Web Ontology Language
 * Resource-oriented architecture
 * Event-driven architecture
 * Transaction-level modeling
 * Ontology language
 * Ontology engineering
 * Semantic-oriented programming
 * Object-oriented programming
 * Create, read, update and delete
 * Message-oriented middleware
 * Service-oriented architecture
 * Web service
 * Web Services Description Language
 * Semantic service-oriented architecture
 * Web-oriented architecture
 * Microservices
 * Semantic Web
 * Semantic URL
 * Hyperdata
 * Elasticsearch


 * Data Transformation
 * Grails (framework)
 * Groovy (programming language)
 * Apache Hadoop
 * MapReduce
 * Pig (programming tool)
 * Apache Hive
 * Apache HBase
 * Apache Spark
 * Apache Cassandra
 * CouchDB
 * Apache Mahout
 * Big data
 * Druid (open-source data store)
 * Hortonworks
 * Hypertable
 * Pivotal Software
 * Qubole
 * Simple Linux Utility for Resource Management
 * Talend
 * Amazon Elastic Compute Cloud
 * Amazon Web Services


 * Business Intelligence
 * Actuate Corporation
 * IT Operations Analytics
 * OpenNN
 * KNIME
 * RapidMiner
 * Weka (machine learning)
 * Business analytics
 * Financial services
 * Marketing
 * Pricing
 * Retail
 * Supply chain
 * RiskAoA
 * Web analytics
 * Complex event processing
 * Data mining
 * Data visualization
 * Smart grid
 * Perceptual mapping
 * Marketing performance measurement and management
 * Marketing mix modeling
 * BIRT Project
 * Business intelligence deployment


 * Predictive Analytics
 * Customer analytics
 * Learning analytics
 * Pattern detection
 * Operations research
 * Statistics
 * R (programming language)
 * MATLAB
 * Scilab
 * Prescriptive analytics
 * Predictive analytics
 * Predictive modelling
 * Preference regression
 * SWOT analysis
 * Qualitative marketing research
 * Quantitative marketing research
 * Hybrid Transactional/Analytical Processing (HTAP)
 * Future Map
 * Performance indicator