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Applied Predictive Modelling

By: Knoze Academy

Abia State, Nigeria

27 May - 10 Jun, 2017  15 days

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NGN 90,000

This Applied Predictive Modeling training course will discuss the following

  • Introduction to Predictive Modeling: Decision Trees
  • Cultivating Decision Trees
  • Optimizing the complexity of decision Trees
  • Additional Diagnostic Tools
  • Polynomials Regression
  • Categorical Inputs
  • Introduction to Predictive Modeling: Regressions
  • Selection Regression Inputs
  • Optimizing Regression Complexity
  • Interpreting Regression Models
  • Transforming inputs
  • Introduction to Predictive modeling: Neural
  • Networks and other Modeling tools
  • Selecting Neural Network Inputs
  • Increasing Network Flexibilit
  • Other Modeling tools
  • Model Assessment
  • Model Fit Statistics
  • Statistical Graphs
  • Adjusting for Separate Sampling
  • Profit Matrices
  • Model Implementation
  • Scoring With the Score Tool
  • Score code Modules
  • Introduction to Pattern Discovery
  • Cluster Analysis
  • Market Basket Analysis
  • Additional Topics
  • Ensemble Models
  • Variable Selection
  • Categorical Input Consolidation


This will be followed be by the case studies  to done by the participants. Trainers  will  be  at  hand  to assist participants navigate the case studies. Each case study is expected to take 20 hours effort by the participant. Participants are expected to prepare presentations for each case study to be submitted for review.

Precint Hotel, 20 Harvey Road, Sabo Yaba , Lagos State, Nigeria May 27 - 10 Jun, 2017
NGN 90,000.00
(Convert Currency)

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