Topic: Data Science

Introductory Statistics for the Life and Biomedical Sciences

Introductory Statistics for the Life and Biomedical Sciences

Introduction to Statistics for the Life and Biomedical Sciences has been written to be used in conjunction with a set of self-paced learning labs. These labs guide students through learning how...
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472 pages
2021-08-08 Published
Architecture of Advanced Numerical Analysis Systems

Architecture of Advanced Numerical Analysis Systems

This unique open access book applies the functional OCaml programming language to numerical or computational weighted data science, engineering, and scientific applications. This book is based on the authors' first-hand...
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485 pages
2022-12-27 Published
Introduction to Data Science Using Python

Introduction to Data Science Using Python

This book contains two parts, the first is designed to be used in an introductory programming course for students looking to learn Python, without having any prior experience with programming....
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117 pages
2024-06-20 Published
Research Data Management in the Canadian Context

Research Data Management in the Canadian Context

Research Data Management is a term for all the things that researchers do to structure, organize and maintain data before, during and after doing research. RDM is also an emerging...
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2023-09-30 Published
Julia Data Science

Julia Data Science

Open source and open access book for data science in Julia.
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214 pages
2024-06-01 Published
Introduction to Probability for Data Science

Introduction to Probability for Data Science

This introductory textbook in undergraduate probability emphasizes the inseparability between data (computing) and probability (theory) in our time. It examines the motivation, intuition, and implication of the probabilistic tools used in science and engineering:...
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704 pages
2021-11-05 Published
Deep R Programming

Deep R Programming

Deep R Programming is a comprehensive and in-depth introductory course on one of the most popular languages for data science. It equips ambitious students, professionals, and researchers with the knowledge and...
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466 pages
2023-06-28 Published
Harvard Data Science Review

Harvard Data Science Review

As an open access platform of the Harvard Data Science Initiative, Harvard Data Science Review (HDSR) features foundational thinking, research milestones, educational innovations, and major applications, with a primary emphasis...
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