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Data Analytics
Post Graduate Program in IT Engineering
Explore Data Analytics as part of Post Graduate Program in IT Engineering. Read the syllabus and available chapters online.
Academic programmePost Graduate Program in IT Engineering
LevelPost Graduate
Reading sections16
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01
Data AnalyticsSyllabus
02Foundations Of Data AnalyticsChapter 1
03Mathematical And Statistical FoundationsChapter 2
04Analytics Lifecycle And Problem FormulationChapter 3
05Data Acquisition Management And SqlChapter 4
06Data Preparation And Feature EngineeringChapter 5
07Exploratory Data Analysis And VisualizationChapter 6
08Predictive Analytics And Machine LearningChapter 7
09Time Series Forecasting And Sequential AnalyticsChapter 8
10Prescriptive Analytics And Decision ScienceChapter 9
11Experimentation And Causal AnalyticsChapter 10
12Big Data Cloud And Real Time AnalyticsChapter 11
13Ai Text Analytics And Generative AnalyticsChapter 12
14Operationalization Mlops And Analytics ProductsChapter 13
15Ethics Privacy Security And Data GovernanceChapter 14
16Analytics Strategy Leadership And Emerging FuturesChapter 15