Skip to content

ISBM. LibraryTHE DIGITAL READING SPACE

Home Explore books Programmes Saved books About us

Get in touch

Home Explore books Programmes Saved books About us Contact

Back to book/Foundations of Data Science

HTML READER

TABLE OF CONTENTS16 sections

Foundations of Data Science

01Foundations of Data Science 02Data Science Foundations And Professional Landscape 03Data Science Lifecycle And Problem Framing 04Mathematical Foundations For Data Science 05Statistical Reasoning And Inference 06Programming And Computational Data Science 07Data Acquisition Quality And Preparation 08Data Management And Data Engineering Foundations 09Exploratory Data Analysis And Visualisation 10Feature Engineering And Data Representation 11Predictive Modelling And Machine Learning Foundations 12Model Evaluation Validation And Explainability 13Experimentation Causal Reasoning And Decision Analytics 14Scalable Data Science Cloud And Mlops 15Data Storytelling Strategy And Organisational Value 16Ethics Governance And Emerging Data Science

Chapter 3

Mathematical Foundations For Data Science

PREVIOUS SECTIONData Science Lifecycle And Problem Framing UP NEXTStatistical Reasoning And Inference

A thoughtful space to explore, discover, and grow. Inspiring every curious mind, one page at a time.

Open to curious minds everywhere

Discover

All books Browse categories Saved books

Library

My reading list Curated collections About the library Help & contact

Never stop
discovering.

Your next chapter is only a click away.

© 2026 ISBM Digital Library. All rights reserved.Made for readers, learners and lifelong thinkers.