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Programming for Analytics

Post Graduate Program in Business Analytics

Explore Programming for Analytics as part of Post Graduate Program in Business Analytics. Read the syllabus and available chapters online.

Academic programmePost Graduate Program in Business Analytics

LevelPost Graduate

Reading sections15

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Programming for AnalyticsSyllabus

Computational Thinking And Analytics ProgrammingChapter 1

Programming Environment And Reproducible WorkflowsChapter 2

Variables Data Types Operators And Control FlowChapter 3

Data Structures And Algorithmic FoundationsChapter 4

Functions Modules And Object Oriented DesignChapter 5

Numerical And Statistical ProgrammingChapter 6

Data Acquisition Storage And SqlChapter 7

Data Wrangling And Quality ManagementChapter 8

Exploratory Analysis And Data VisualizationChapter 9

Programming Predictive And Prescriptive AnalyticsChapter 10

Software Engineering For AnalyticsChapter 11

Scalable Cloud And Production AnalyticsChapter 12

Analytics Solution Architecture And Digital TransformationChapter 13

Responsible Programming Governance And Emerging AiChapter 14