Reading List Category
Resource Type
Lesson

Lesson 1

Essential Resource Article

Big Data Analytics the Next Big Learning…

by Henry, R. and Venkatraman, S.

Lesson 2

Essential Resource Video

Philip Evans: How data will transform business |…

by TED

Lesson 3

Key Text Website

Eight (No, Nine!) Problems With Big Data

by Marcus, G. and Davis E.
Essential Resource Article

Critical questions for big data: Provocations for…

by Boyd, D. and Crawford, K.
Essential Resource Video

Correlation - The Basic Idea Explained

by Benedict
Essential Resource Website

The age of analytics: competing in a data-driven…

by Henke, N. et al.
Essential Resource Other

Architecture Framework and Components for the Big…

by Demchenko, Y., Ngo, C. and Membrey, P.
Essential Resource Video

An Introduction to Linear Regression Analysis

by statisticsfun

Lesson 4

Essential Resource Website

What is a data warehouse? The source of business…

by Heller, M.
Essential Resource Other

Data warehousing and analytics infrastructure at…

by Thusoo, A. et al.

Lesson 5

Essential Resource Article

Data Mining and Data Warehousing in the Airline…

by Revels, M. and Nussbaumer, H.
Essential Resource Video

Understanding descriptive and inferential…

by LinkedIn Learning
Essential Resource Article

Data Mining as Support to Knowledge Management in…

by Zekić-Sušac, M. and Has, A.

Lesson 6

Essential Resource Website

The Deciding Factor: Big Data and Decision-making

by Economist Intelligence Unit

Lesson 7

Essential Resource Article

A Review of Telerehabilitation Solutions for…

by Marzano, G. and Lubkina, V.
Essential Resource Video

Smart City Limits: How Much Can Big Data Really…

by The Aspen Institute
Essential Resource Article

Big Data and consumer behavior: imminent…

by Hofacker, C.F., Malthouse, E.C. and Sultan, F

Lesson 8

Essential Resource Website

Special category data

by Information Commissioner’s Office (ICO)
Essential Resource Video

Big Data & the Cloud: Privacy and Security…

by IEEEComputerSociety

Lesson 9

Essential Resource Website

Relevance feedback and pseudo relevance feedback

by Manning, C. D., Raghavan, P. and Schütze, H.
Essential Resource Other

Implementation of the SMART Information Retrieval…

by Buckley, C.
Essential Resource Website

The vector space model for scoring

by Manning, C. D., Raghavan, P. and Schütze, H.
Essential Resource Website

Probabilistic information retrieval

by Manning, C. D., Raghavan, P. and Schütze, H.

Lesson 10

Essential Resource Website

SPARQL 1.1 Overview

by W3C
Essential Resource Video

Tim Berners-Lee: The next web | TED Talk

by TED
Essential Resource Article

Semantic Web Mining and its application in Human…

by Malik, R., Vasudev, K. and Ghose, U