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Python Programming for AI and ML

Post Graduate Program in AI and ML

Explore Python Programming for AI and ML as part of Post Graduate Program in AI and ML. Read the syllabus and available chapters online.

Academic programmePost Graduate Program in AI and ML

LevelPost Graduate

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Python Programming for AI and MLSyllabus

Python And The Aiml Development EcosystemChapter 1

Syntax Variables And The Python Object ModelChapter 2

Control Flow And Algorithmic Problem SolvingChapter 3

Core Data Structures And CollectionsChapter 4

Functions And Functional ProgrammingChapter 5

Modules Packages And Object Oriented DesignChapter 6

Reliability Testing And Software QualityChapter 7

Data Access Persistence And IntegrationChapter 8

Numerical Computing With Numpy And Scientific PythonChapter 9

Data Wrangling With PandasChapter 10

Visualisation Statistics And Exploratory AnalyticsChapter 11

Machine Learning Workflows In PythonChapter 12

Deep Learning And Contemporary Ai FrameworksChapter 13

Performance Parallelism And Scalable ComputingChapter 14

Production Ai Mlops And Responsible GovernanceChapter 15