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Data Science and Visualization

Bachelors Program in Computer Applications

Explore Data Science and Visualization as part of Bachelors Program in Computer Applications. Read the syllabus and available chapters online.

Academic programmeBachelors Program in Computer Applications

LevelBachelor

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Data Science and VisualizationSyllabus

Foundations Of Data ScienceChapter 1

Mathematical And Statistical FoundationsChapter 2

Computational Toolkit For Data ScienceChapter 3

Data Acquisition Storage And ArchitectureChapter 4

Data Cleaning Integration And Feature PreparationChapter 5

Exploratory Data AnalysisChapter 6

Principles Of Data VisualizationChapter 7

Interactive Visualization Dashboards And Data StorytellingChapter 8

Statistical Inference Experimentation And Causal ReasoningChapter 9

Supervised Machine LearningChapter 10

Unsupervised Learning And Pattern DiscoveryChapter 11

Model Evaluation Explainability And OperationalizationChapter 12

Specialized And Scalable AnalyticsChapter 13

Decision Intelligence And Digital TransformationChapter 14

Responsible Data Science And Emerging FuturesChapter 15