TY  - BOOK
AU  - Bari, Anasse
AU  - Chaouchi, Mohamed -- author
AU  - Jung, Tommy -- author
TI  - Predictive analytics for dummies
SN  - 9788126567935
U1  - 658.4034 BAR 
PY  - 2017///
CY  - Hoboken, NJ
PB  - Wiley
KW  - Decision making -- Data processing.
KW  - Decision making -- Mathematical models.
KW  - Management -- Data processing.
KW  - Management -- Mathematical models.
KW  - Data mining.
KW  - Big data
N1  -  	Includes index.
"Learn to: Analyze structured and unstructured data ; Use algorithms and data analysis techniques ; Build clustering, classificaion and statistical models ; Apply predictive analytics to your website and marketing efforts"--Cover;  	Introduction. --
pt. 1. Getting started with predictive analytics. Entering the arena ; Predictive analytics in the wild ; Exploring your data types and associated techniques ; Complexities of data --
pt. 2. Incorporating algorithms in your models. Applying models ; Identifying similarities in data ; Predicting the future using data classification --
pt. 3. Developing a roadmap. Convincing your management to adopt predictive analytics ; Preparing data ; Building a predictive model ; Visualization of analytical results --
pt. 4. Programming predictive analytics. Creating basic prediction examples ; Creating basic examples of unsupervised predictions ; Predictive modeling with R ; Avoiding analysis traps ; Targeting big data --
pt. 5. The part of tens. Ten reasons to implement predictive analytics ; Ten steps to build a predictive analytic model
ER  -