O'Reilly logo

Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners by Jared Dean

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Index

A

  • AdaBoost
  • adaptive regression
  • additive methods
  • agglomerative clustering
  • Akaike information criterion (AIC)
  • Akka
  • algorithms, future development of
  • aligned box criteria (ABC)
  • alternating least squares
  • Amazon
  • analytical tools
    • about
    • Java and Java Virtual Machine (JVM) languages
    • Python
    • R language
    • SAS system
    • Weka (Waikato Environment for Knowledge Analysis)
  • analytics
  • Apache Hadoop project
  • Apple iPhone
  • application program interface (API)
  • Ashton, Kevin
  • assessing
    • predictive models
    • quality of recommendation systems
  • Auto-ID Center
  • average linkage
  • averaged squared error (ASE)
  • averaging model process
  • averaging process

B

  • BackRub
  • bagging
  • banking case study
  • Barksdale, Jim
  • baseline model
  • Bayes, Thomas
  • Bayesian information criterion (BIC)
  • Bayesian methods network classification
    • about
    • inference in Bayesian networks
    • learning Bayesian networks
    • Naive Bayes Network
    • parameter learning
    • scoring for supervised learning
  • Bayesian network-augmented naive Bayes (BAN)
  • Bayesian networks
    • inference in
    • learning
  • Bayesians
  • “Beowulf” cluster
  • Bernoulli distribution
  • big data
    • See also specific topics
    • benefits of using
    • complexities with
    • defined
    • fad nature of
    • future of
    • generalized linear model (GLM) applications and
    • popularity of term
    • regression analysis applications and
    • timeline for
    • value of using
  • Big Data Appliance
  • “Big Data Dynamic Factor Models for Macroeconomic Measurement and Forecasting” (Diebolt)
  • Big Data Research and Development Initiative
  • binary classification
  • binary state
  • binning ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required