AI & Machine Learning Fundamentals
Advance Diploma in Artificial Intelligence and Machine Learning
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Python & Data Science
Advance Diploma in Artificial Intelligence and Machine Learning
Explore Python & Data Science as part of Advance Diploma in Artificial Intelligence and Machine Learning. Read the syllabus and available chapters online.
Academic programmeAdvance Diploma in Artificial Intelligence and Machine Learning
LevelAdvance Diploma
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01
Python & Data ScienceSyllabus
02Python And Data Science FoundationsChapter 1
03Python Language EssentialsChapter 2
04Professional Python ProgrammingChapter 3
05Numerical Computing With NumpyChapter 4
06Data Manipulation With PandasChapter 5
07Data Acquisition And StorageChapter 6
08Data Cleaning Preparation And Feature EngineeringChapter 7
09Statistics And Probability For Data ScienceChapter 8
10Exploratory Data Analysis And VisualizationChapter 9
11Machine Learning Foundations With PythonChapter 10
12Model Evaluation And ImprovementChapter 11
13Applied Analytics And Decision SupportChapter 12
14Data Products Deployment And MlopsChapter 13
15Responsible Data Science Ethics And GovernanceChapter 14
16Contemporary Ai Emerging Trends And Capstone ProjectChapter 15
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