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COM7024

Programming for Data Analytics

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

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Key Text

Essential Resource

Wider Reading

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Article

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eBook

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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 eBook

Big Data For Dummies®

by Hurwitz, J., Nugent, A., Halper, F. and Kaufman, M.

Essential Resource Article

Anxious About Analytics?

Essential Resource Article

MatLab vs. Python vs. R

by Ozgur, C. et al.

Essential Resource Other

Study any engineering course, but learn…

Essential Resource eBook

Analytics, Data Science, and Artificial…

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

Wider Reading Website

Run Jupyter notebooks in your workspace - Azure…

Wider Reading Website

Welcome! — Anaconda documentation

Wider Reading Website

Free Download | Anaconda

Wider Reading Website

Welcome to Colaboratory - Colaboratory

Wider Reading Article

Big Data and Its Secrets: Types of Big Data

by Anghel, A. et al.

Lesson 2

Python for Data Analysis: Data Wrangling with…

by McKinney, W.

Essential Resource Other

Analyzing WhatsApp Chat Using Python Libraries

by Ranjan 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.

Wider Reading Website

Matplotlib documentation — Matplotlib 3.8.3…

by The Matplotlib development team

Wider Reading Website

seaborn: statistical data visualization — seaborn…

by Waskom, M. L.

Wider Reading Website

SciPy User Guide — SciPy v1.12.0 Manual

by The SciPy community

Wider Reading Website

SymPy 1.12 documentation

by SymPy Development Team

Wider Reading Website

Free Download | Anaconda

Wider Reading Website

NumPy Documentation

Wider Reading Website

pandas documentation

Lesson 3

Computer Science: An Overview

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

Essential Resource eBook

Python for Data Analysis: Data Wrangling with…

by McKinney, W.

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…

Wider Reading Website

Analytics vs. Data Discovery - DATAVERSITY

Wider Reading Website

Google Colab

Wider Reading eBook

Introduction to JavaTM Programming and Data…

by Liang, Y. D.

Wider Reading eBook

Database Design Using Entity-Relationship Diagrams

by Bagui. S. S. and Earp, R. W.

Wider Reading Website

An overview of ETL and ELT architecture

Lesson 4

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…

Wider Reading Website

Google Colab

Wider Reading eBook

Modern Database Management, Global Edition

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

Wider Reading eBook

Python for Data Analysis: Data Wrangling with…

by McKinney, W.

Wider Reading eBook

Big Data Visualization

by Miller, J. D.

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

Analytics, Data Science, & Artificial…

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

Essential Resource eBook

Python for Scientific Computing and Artificial…

Lesson 10

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.

Computer Science: An Overview, Global Edition

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

Wider Reading Website

Arden University highly commended at Digital…

by Arden University

Wider Reading Website

Academic Skills | Arden Library

by Arden University Library

Wider Reading Website

Home page | Arden Library

by Arden University Library

Wider Reading Website

Careers and employability | Student careers |…

by Arden University

Wider Reading Website

What we do differently | Arden University

by Arden University

Wider Reading Website

Home | Wellbeing Portal

by Arden University

Wider Reading Website

Arden nominated for seven EducationInvestor…

by Arden University

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