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PG Computing Reading Lists COM7024

Programming for Data Analytics

All the reading and resources from your modules, all in one place

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Lesson

Lesson 1

Lesson 2

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Lesson 1

A General Introduction to Data Analytics

by Moreira, J., Carvalho, A., and Horvath, T.

Data Science for Mathematicians

by Carter, N., ed.

Essential Resource Article

Anxious About Analytics?

Essential Resource Article

MatLab vs. Python vs. R

by Ozgur, C. et al.

Essential Resource Website

Study any engineering course, but learn…

Lesson 2

Python for Data Analysis: Data Wrangling with…

by McKinney, W.

Essential Resource Other

Analyzing WhatsApp Chat Using Python Libraries

by Ranjan, G. B. et al.

Essential Resource Website

scikit-learn: machine learning in Python — scikit…

by scikit-learn

Essential Resource Other

An overview and comparison of free Python…

by Stančin, I. and Jović, A.

Lesson 3

Computer Science: An Overview, Global Edition

by Brookshear, J. G. and Brylow, D.

Essential Resource eBook

Modern Database Management, Global Edition

by Hoffer, J. A., Ramesh, V. and Topi, H.

Essential Resource eBook

Python for Everyone

by Horstmann, C. and Necaise, R.

Essential Resource eBook

Big Data Visualization

by Miller, J. D.

Essential Resource Website

scikit-learn: machine learning in Python — scikit…

by scikit-learn

Essential Resource Website

Kaggle: Your Machine Learning and Data Science…

Essential Resource eBook

Python for Data Analysis: Data Wrangling with…

by McKinney, W.

Lesson 4

Computer Science: An Overview, Global Edition

by Brookshear, J. G. and Brylow, D.

Essential Resource Website

Micral Computer: Everything You Need To Know -…

Essential Resource eBook

Python for Everyone

by Horstmann, C. and Necaise, R.

Essential Resource eBook

Python for Scientific Computing and Artificial…

Lesson 5

Computer Science: An Overview, Global Edition

by Brookshear, J. G. and Brylow, D.

Essential Resource eBook

Python for Everyone

by Horstmann, C. and Necaise, R.

Essential Resource eBook

Python for Scientific Computing and Artificial…

Lesson 6

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.

Essential Resource eBook

Python for Scientific Computing and Artificial…

Essential Resource eBook

Computational Mathematics: An Introduction to…

by Mitsotakis, D.

Lesson 7

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.

Essential Resource eBook

Python for Scientific Computing and Artificial…

Essential Resource eBook

Computational Mathematics: An Introduction to…

by Mitsotakis, D.

Lesson 8

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.

Essential Resource eBook

Python for Scientific Computing and Artificial…

Essential Resource eBook

Computational Mathematics: An Introduction to…

by Mitsotakis, D.

Lesson 9

Computational Mathematics: An Introduction to…

by Mitsotakis, D.

Essential Resource eBook

Python for Scientific Computing and Artificial…

Essential Resource eBook

Analytics, Data Science, & Artificial…

by Sharda, R., Delen, D. and Turban, E.

Lesson 10

Key Text Website

What we do differently | Arden University

by Arden University

Key Text Website

Arden nominated for seven EducationInvestor…

by Arden University

Key Text Website

Home | Wellbeing Portal

by Arden University

Key Text Website

Careers and employability | Student careers |…

by Arden University

Key Text Website

Home page | Arden Library

by Arden University Library

Key Text Website

Academic Skills | Arden Library

by Arden University Library

Key Text Website

Village of Arden

by Delaware Tourism Office

Key Text Website

Arden University highly commended at Digital…

by Arden University

Computer Science: An Overview, Global Edition

by Brookshear, J. G. and Brylow, D.

Data Science for Mathematicians

by Carter, N., ed.

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.

Computational Mathematics: An Introduction to…

by Mitsotakis, D.

Python for Data Analysis: Data Wrangling with…

by McKinney, W.

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