ITC Analytics Accelerator: Difference between revisions
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=Advanced Analytics= | =Advanced Analytics= | ||
=Role of a Translator= | |||
= The 5i Process- Part 1 = | |||
= The 5i Process- Part 2 = | |||
= The 5i Process- Part 3 = | |||
=Data Engineering= | |||
=Algorithums Part 1= | |||
=Algorithums Part 2= | |||
=Algorithums Part 3= | |||
=Model Performance and Selection= | |||
=AI and ML= | |||
=Deep Learning = | |||
=Data Analytics= | |||
=Change Management= | |||
=Assessment= | |||
Revision as of 08:46, 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