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Applied Predictive Modelling
On going

By: Knoze Academy

State, Nigeria

25 Mar - 08 Apr, 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 Mar 25 - 08 Apr, 2017
NGN 90,000.00
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