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DIGITAL E-BOOKDiploma

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Python Programming

Diploma in Data science

Explore Python Programming as part of Diploma in Data science. Read the syllabus and available chapters online.

Academic programmeDiploma in Data science

LevelDiploma

Reading sections16

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Python ProgrammingSyllabus

Python And The Data Science EcosystemChapter 1

Syntax Variables Data Types And OperatorsChapter 2

Control Flow And Problem Solving LogicChapter 3

Collections And Data OrganizationChapter 4

Functions Scope And Functional TechniquesChapter 5

Modules Packages And Reusable Program DesignChapter 6

Object Oriented And Pythonic ProgrammingChapter 7

Exceptions Debugging Testing And LoggingChapter 8

Files Data Formats Apis And DatabasesChapter 9

Numerical Computing With NumpyChapter 10

Data Wrangling With PandasChapter 11

Visualization Exploratory Analytics And Decision SupportChapter 12

Python For Statistics Machine Learning And AiChapter 13

Professional Python Engineering And DeploymentChapter 14

Security Ethics Governance And Emerging TrendsChapter 15