ITC Analytics Accelerator

OVERVIEW

5i: 
Ideation: defining
Intelligence: process of prediciton
Inception: model building
Intervention: Developing a segment
Independance: Live


DATA ENGINEERING
collection
Sructuring
Cleaning


ALGORITHUMS
Classification & Regression
Decision Tree
Tree based Algorithums (RF model
Ensemble models


MODEL PERFORMANCE
Model selection

AI & ML
ML
supervised
Unsupervised

DEEP LEARNING
Reinforment learning
CNN

IMPLEMENTATION of ADVANCED ANALTICS
Tracking

CHANGE MANAGEMENT
Piller & Practics