HomeLibraryFoundation of Data Science

Cover of Foundation of Data Science

Accessible digital edition

DIGITAL E-BOOKPost Graduate

EXPLORE THIS TITLE

Foundation of Data Science

Post Graduate Diploma in Data Science

Explore Foundation of Data Science as part of Post Graduate Diploma in Data Science. Read the syllabus and available chapters online.

Academic programmePost Graduate Diploma in Data Science

LevelPost Graduate

Reading sections15

SourceLibrary syllabus and chapters

No account needed • Read on any device

INSIDE THE BOOK

Explore the chapters.

Jump into any section and continue reading at your own pace.

Foundation of Data ScienceSyllabus

Data Science Foundations And Professional ContextChapter 1

Data Science Life Cycle And Problem FormulationChapter 2

Mathematical Foundations For Data ScienceChapter 3

Probability And Statistical ReasoningChapter 4

Programming And Computational ThinkingChapter 5

Data Sources Acquisition And ManagementChapter 6

Data Preparation And Feature EngineeringChapter 7

Exploratory Data Analysis And VisualizationChapter 8

Experimental Design And Causal ReasoningChapter 9

Foundations Of Machine LearningChapter 10

Model Evaluation Interpretation And Decision AnalyticsChapter 11

Data Engineering Cloud And Scalable AnalyticsChapter 12

Responsible Data Science Ethics And GovernanceChapter 13

Operationalization Strategy And Emerging Data ScienceChapter 14