User:Bg2385/Books/Applied Business Analytics: Analytic Techniques Review

Applied Business Analytics: Analytic Techniques Review

 * Introduction
 * Models Seeking Data
 * Operations Research
 * Linear programming
 * Integer programming
 * Nonlinear programming
 * Simulation
 * Dynamic programming
 * Dijkstra's algorithm
 * Monte Carlo method


 * Operations Management/Supply Chain
 * Process flow diagram
 * Business process modeling
 * Forecasting
 * Inventory
 * Supply chain
 * Quality management
 * Project management
 * Business process reengineering


 * Stochastic Models
 * Markov chain
 * Queueing theory


 * Econometric Models
 * Econometric model
 * Time series
 * Box–Jenkins
 * Fourier series


 * General Math algorithms
 * Calculus
 * Parametric model
 * Mathematical optimization


 * Game Theory/Probability Modeling
 * Game theory
 * Bayesian inference
 * Minimax


 * Decision Trees
 * Decision tree


 * Data Seeking Models
 * Statistics
 * Student's t-test
 * Chi-squared test
 * Regression analysis
 * Analysis of variance
 * Logistic regression
 * Probit model
 * Design of experiments
 * A/B testing


 * Data Mining
 * Data mining
 * Cluster analysis
 * Data classification (data management)
 * Data classification (business intelligence)
 * Data visualization
 * Linear discriminant analysis
 * K-nearest neighbors algorithm
 * Business intelligence
 * Data envelopment analysis
 * Association rule learning
 * Machine learning
 * Supervised learning
 * Ensemble learning
 * Unsupervised learning
 * Database
 * Natural language processing
 * Neural network
 * Network theory
 * Conjoint analysis
 * Conjoint analysis (marketing)
 * Conjoint analysis (healthcare)
 * CHAID
 * Artificial intelligence
 * Swarm intelligence


 * Data Collection and Software Tools
 * Data collection
 * Data management
 * Data fusion
 * BigTable
 * Apache Cassandra
 * Cloud computing
 * Data mart
 * Dynamo (storage system)
 * Extract, transform, load
 * Apache Hadoop
 * MapReduce
 * Apache HBase
 * Mashup (web application hybrid)
 * R (programming language)
 * SQL
 * Stream processing
 * Unstructured data
 * List of free and open-source software packages