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Data Science Tools & Platforms

Post Graduate Diploma in Data Science

Explore Data Science Tools & Platforms 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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Data Science Tools & PlatformsSyllabus

Data Science Tooling Ecosystem And LifecycleChapter 1

Development Environments Command Line And Version ControlChapter 2

Programming And Statistical Computing PlatformsChapter 3

Data Sources Databases And Data AccessChapter 4

Data Preparation Quality And Feature EngineeringChapter 5

Exploratory Analytics And Visualization PlatformsChapter 6

Machine Learning And Ai FrameworksChapter 7

Big Data And Distributed Computing PlatformsChapter 8

Cloud Data Science And Platform ServicesChapter 9

Containers Orchestration And Reproducible ComputingChapter 10

Mlops Dataops And Model Lifecycle ManagementChapter 11

Data Governance Security Privacy And Responsible AiChapter 12

Enterprise Platform Strategy And Digital TransformationChapter 13

Emerging Data Science Platforms And Capstone IntegrationChapter 14