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Advance Diploma in Artificial Intelligence and Machine Learning
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AI & Machine Learning Fundamentals
Advance Diploma in Artificial Intelligence and Machine Learning
Explore AI & Machine Learning Fundamentals 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
AI & Machine Learning FundamentalsSyllabus
02Foundations Of Artificial Intelligence And Machine LearningChapter 1
03Mathematical And Statistical FoundationsChapter 2
04Intelligent Agents Reasoning And SearchChapter 3
05Data Foundations And The Ai Data LifecycleChapter 4
06Machine Learning Workflow And ToolchainChapter 5
07Supervised LearningChapter 6
08Unsupervised Learning And Representation DiscoveryChapter 7
09Neural Networks And Deep LearningChapter 8
10Domain Ai And Generative ModelsChapter 9
11Model Evaluation Interpretation And Decision AnalyticsChapter 10
12Ai Solution Development And MlopsChapter 11
13Business Applications And Digital TransformationChapter 12
14Responsible Ai Ethics Risk And GovernanceChapter 13
15Industry Practice Emerging Trends And Future DirectionsChapter 14
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