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Data Analysis and Visualization
Diploma in Artificial Intelligence and Machine Learning
Explore Data Analysis and Visualization as part of Diploma in Artificial Intelligence and Machine Learning. Read the syllabus and available chapters online.
Academic programmeDiploma in Artificial Intelligence and Machine Learning
LevelDiploma
Reading sections16
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01
Data Analysis and VisualizationSyllabus
02Foundations Of Data Analysis And VisualisationChapter 1
03Analytical Problem Framing And WorkflowChapter 2
04Data Sources Collection And ManagementChapter 3
05Data Tools Spreadsheets Sql And PythonChapter 4
06Data Cleaning Transformation And PreparationChapter 5
07Descriptive Statistics And Data SummarisationChapter 6
08Exploratory Data AnalysisChapter 7
09Statistical Inference And Evidence Based ConclusionsChapter 8
10Principles Of Effective Data VisualisationChapter 9
11Visual Analytics And Interactive ExplorationChapter 10
12Dashboards Metrics And Decision SupportChapter 11
13Time Series Segmentation And Applied AnalyticsChapter 12
14Data Storytelling Reporting And ReproducibilityChapter 13
15Ethics Privacy And Data GovernanceChapter 14
16Ai Assisted Analytics And Emerging PracticeChapter 15
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