Digital library
Textbooks, references and open learning resources.
External
Linear Regression Using R - An Introduction to Data Modeling
David Lilja · University of Minnesota
In the contents: 02: Understand Your Data · 2.02: Sanity Checking and Data Cleaning · 5.01: Data Splitting for Training and Testing
External
Introduction to Data Analytics
Felix Amoruwa · De Anza College
In the contents: 1.6.03: Hands-On Lab Exercise · 02: Data Types Data Sources and Data Quality · 2.04: Metadata Data Governance and Data Stewardship
External
Matlab and Octave Programming for STEM Applications (Smith)
Cary Smith · Oxnard College
In the contents: 01: Modeling Simulation and MATLABs Interpreter · 1.01: Obtaining MATLAB and Octave · 1.02: Modeling
External
Introduction to Social Network Methods
Robert Hanneman & Mark Riddle · University of California, Riverside
In the contents: 1.05: A note on Statistics and Social Network Data · 3.02: Graphs and Sociograms · 4.06: A few hints on data handling with NetDraw
External
Physical Modeling in MATLAB
Allen B. Downey · Olin College
In the contents: 01: Modeling and Simulation · 1.01: Modeling · 2.07: Assignment and Equality
External
Computational Biology - Genomes, Networks, and Evolution
Manolis Kellis et al. · Massachusetts Institute of Technology
In the contents: 1.01: Introduction and Goals · 1.05: Introduction to algorithms and probabilistic inference · 02: Sequence Alignment and Dynamic Programming
External
Foundations of Information Systems
OpenStax · OpenStax
In the contents: 1.02: Frameworks of Knowledge and Industry Standards · 1.03: Connections between Information Systems and Information Technology · 1.08: Check Your Understanding Questions