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Introduction to Data Science

Diploma in Data science

Explore Introduction to Data Science as part of Diploma in Data science. Read the syllabus and available chapters online.

Academic programmeDiploma in Data science

LevelDiploma

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Introduction to Data ScienceSyllabus

Data Science Foundations And Professional ContextChapter 1

Data Measurement And Information QualityChapter 2

Data Science Lifecycle And Problem FramingChapter 3

Data Acquisition Storage And ManagementChapter 4

Programming And Computational ToolsChapter 5

Data Preparation And Feature EngineeringChapter 6

Exploratory Data Analysis And VisualizationChapter 7

Statistical Reasoning And InferenceChapter 8

Predictive Modeling And Machine LearningChapter 9

Unsupervised Learning And Pattern DiscoveryChapter 10

Model Evaluation Interpretation And ReliabilityChapter 11

Data Communication Decision Support And Managerial ApplicationsChapter 12

Ethics Privacy Security And Data GovernanceChapter 13

Deployment Mlops And Emerging DirectionsChapter 14

Applied Data Science ProjectChapter 15