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Programming for Data Science (Python/R)

Post Graduate Diploma in Data Science

Explore Programming for Data Science (Python/R) as part of Post Graduate Diploma in Data Science. Read the syllabus and available chapters online.

Academic programmePost Graduate Diploma in Data Science

LevelPost Graduate

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Programming for Data Science (Python/R)Syllabus

Data Science Programming FoundationsChapter 1

Data Types Structures And Program ControlChapter 2

Functions Modularity And Object Oriented ProgrammingChapter 3

Numerical And Statistical ComputingChapter 4

Data Acquisition And InterchangeChapter 5

Data Wrangling And Feature EngineeringChapter 6

Exploratory Data Analysis And Analytical ReasoningChapter 7

Data Visualization And CommunicationChapter 8

Databases Sql And Scalable Data AccessChapter 9

Reproducible Research And Software EngineeringChapter 10

Efficient Parallel And Cloud ComputingChapter 11

Programming Machine Learning And Ai WorkflowsChapter 12

Deployment Apis And MlopsChapter 13

Ethics Security And Dataai GovernanceChapter 14

Enterprise Strategy And Emerging Programming TrendsChapter 15