ITC Analytics Accelerator: Difference between revisions
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[[Category: Readings]] [[Category: ITC]] [[Category: Rajkumar]] | [[Category: Readings]] [[Category: ITC]] [[Category: Rajkumar]] | ||
=OVERVIEW= | |||
<pre> | |||
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 | |||
</pre> | |||
=Advanced Analytics= | |||
Revision as of 08:43, 28 September 2023
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