Predictive Business Analytics
Price:
Rs600
Predictive Business Analytics SOLVED PAPERS AND GUESS
Product Details: M D U UNIVERSITY Predictive Business Analytics
Format: BOOK
Pub. Date: NEW EDITION APPLICABLE FOR Current EXAM
Publisher: MEHTA SOLUTIONS
Edition Description: 2019-20
RATING OF BOOK: EXCELLENT
ABOUT THE BOOK
FROM THE PUBLISHER
If you find yourself getting fed up and frustrated with other M D U UNIVERSITY book solutions now mehta solutions brings top solutions for M D U UNIVERSITY Predictive Business Analytics REPORT book contains previous year solved papers plus faculty important questions and answers specially for M D U UNIVERSITY.questions and answers are specially design specially for M D U UNIVERSITY students .
Please note: All products sold on mbabooksindia.com are brand new and 100% genuine
- Case studies solved
- New addition fully solved
- last 5 years solved papers with current year plus guess
FULLY SOLVED BOOK LASY 5 YEARS PAPERS SOLVED PLUS GUESS
Predictive Business Analytics
UNIT-I
Introduction to Predictive Analytics: overview, business intelligence, predictive analytics in relation to business
intelligence, statistics, data mining; Big data, importance in decision making; Setting up problem-CRISP-DM,
business understanding, Defining data, target variable and measures of success for predictive modelling;
Methodology of predictive modelling.
UNIT-II
Prediction Methods: Linear Regression- best subset selection, forward selection, backward selection, step-wise
regression, Cp mallows and adjusted R-square criteria; k-Nearest Neighbours (k-NN); Regression TreesCART,CHAID; Neural Nets- architecture of neural nets, neurons, input layer, hidden layers, output layer.
UNIT-III
Classification Methods: the naïve rule, Naïve-Bayes classifier, K-Nearest neighbours, Classification Trees, Neural
Nets, Logistic Regression.
UNIT-IV
Non-supervised Learning: Association Rules- support and confidence, the apriori algorithm, the selection of strong
rules; Cluster Analysis- hierarchical methods, optimization and the k-means algorithm, similarity measures, other
distance measures. Ensemble Methods: Nelson and Granger-Ramanathan methods for continuous targets,
Majority voting for categorical targets, Bagging, Boosting.
1. Books by courier
2. Delivery in 5-7 days
3. Courier india only
4. Rating of product : largest selling