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COM7024

Programming for Data Analytics

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

Reading List Category
Resource Type
Lesson

Lesson 1

Key Text eBook

A General Introduction to Data Analytics

by Moreira, J., Carvalho, A., and Horvath, T.
Key Text eBook

Data Science for Mathematicians

by Carter, N., ed.
Essential Resource Article

Anxious About Analytics?

by Solot, D.
Essential Resource Article

MatLab vs. Python vs. R

by Ozgur, C. et al.
Essential Resource Other

Study any engineering course, but learn…

by Das, A.
Essential Resource eBook

Analytics, Data Science, and Artificial…

by Sharda, R., Delen, D. and Turban, E.
Essential Resource eBook

Big Data For Dummies®

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

Big Data and Its Secrets: Types of Big Data

by Anghel, A. et al.
Wider Reading Website

Welcome to Colaboratory - Colaboratory

by Google
Wider Reading Website

Free Download | Anaconda

by Anaconda
Wider Reading Website

Run Jupyter notebooks in your workspace - Azure…

by Microsoft
Wider Reading Website

Welcome! — Anaconda documentation

by Anaconda

Lesson 2

Key Text eBook

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 Other

An overview and comparison of free Python…

by Stančin, I. and Jović, A.
Essential Resource Website

scikit-learn: machine learning in Python — scikit…

by scikit-learn
Wider Reading Website

Free Download | Anaconda

by Anaconda
Wider Reading Website

NumPy Documentation

by NumPy
Wider Reading Website

pandas documentation

by pandas
Wider Reading Website

SymPy 1.12 documentation

by SymPy Development Team
Wider Reading Website

Matplotlib documentation — Matplotlib 3.8.3…

by The Matplotlib development team
Wider Reading Website

SciPy User Guide — SciPy v1.12.0 Manual

by The SciPy community
Wider Reading Website

seaborn: statistical data visualization — seaborn…

by Waskom, M. L.

Lesson 3

Key Text eBook

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 Website

Kaggle: Your Machine Learning and Data Science…

by Kaggle
Essential Resource Website

scikit-learn: machine learning in Python — scikit…

by scikit-learn
Essential Resource eBook

Big Data Visualization

by Miller, J. D.
Essential Resource eBook

Python for Everyone

by Horstmann, C. and Necaise, R.
Essential Resource eBook

Modern Database Management, Global Edition

by Hoffer, J. A., Ramesh, V. and Topi, H.
Wider Reading Website

Analytics vs. Data Discovery - DATAVERSITY

by Ghosh, P.
Wider Reading Website

Google Colab

by Google
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

by Das, A.

Lesson 4

Key Text eBook

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…

by Lynch, S.
Wider Reading eBook

Modern Database Management, Global Edition

by Hoffer, J. A., Ramesh, V. and Topi, H.
Wider Reading Website

Google Colab

by Google
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

Key Text eBook

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…

by Lynch, S.

Lesson 6

Key Text eBook

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.
Essential Resource eBook

Python for Scientific Computing and Artificial…

by Lynch, S.
Essential Resource eBook

Computational Mathematics: An Introduction to…

by Mitsotakis, D.

Lesson 7

Key Text eBook

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.
Essential Resource eBook

Computational Mathematics: An Introduction to…

by Mitsotakis, D.
Essential Resource eBook

Python for Scientific Computing and Artificial…

by Lynch, S.

Lesson 8

Key Text eBook

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.
Essential Resource eBook

Python for Scientific Computing and Artificial…

by Lynch, S.
Essential Resource eBook

Computational Mathematics: An Introduction to…

by Mitsotakis, D.

Lesson 9

Key Text eBook

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…

by Lynch, S.

Lesson 10

Key Text eBook

Python for Data Analysis: Data Wrangling with…

by McKinney, W.
Key Text eBook

Computational Mathematics: An Introduction to…

by Mitsotakis, D.
Key Text eBook

Doing Data Science: Straight Talk from the…

by O'Neil, C. and Schutt, R.
Key Text eBook

Data Science for Mathematicians

by Carter, N., ed.
Key Text eBook

Computer Science: An Overview, Global Edition

by Brookshear, J. G. and Brylow, D.
Wider Reading Website

Academic Skills | Arden Library

by Arden University Library
Wider Reading Website

Careers and employability | Student careers |…

by Arden University
Wider Reading Website

Home | Wellbeing Portal

by Arden University
Wider Reading Website

Arden nominated for seven EducationInvestor…

by Arden University
Wider Reading Website

What we do differently | Arden University

by Arden University
Wider Reading Website

Arden University highly commended at Digital…

by Arden University

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