Digital library
Textbooks, references and open learning resources.
External
Scientific Computing
Jeffrey R. Chasnov · Hong Kong University of Science and Technology
In the contents: II: Dynamical Systems and Chaos · 12: Concepts and Tools
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
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Scientific Computing
Peter Staab · Fitchburg State University
In the contents: 01: Introduction to Scientific Computing · 1.01: Examples of Scientific Computing · 1.02: Modeling
External
Introduction to the Modeling and Analysis of Complex Systems
Hiroki Sayama · Binghamton University, State University of New York
In the contents: 01: Introduction to Modeling and Analysis · 02: Fundamentals of Modeling · 2.01: Models in Science and Engineering
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
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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
Calculus I Notes
Kevin Palencia · Northern Illinois University
In the contents: 01: Limits and Continuity · 2.09: Derivatives of Exponential and Logarithmic Functions · 3.04: Maxima and Minima
External
Economics of Agriculture (AGBUS 40)
Ivan Huerta · Coalinga College
In the contents: 02: Market Demand and Supply in Agriculutural Context · 2.01: Demand States · 2.02: The Demand Schedule
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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
Computational Cognitive Neuroscience
O'Reilly, Munakata, Hazy & Frank · University of Colorado Boulder & Brown University
In the contents: 2.03: Dynamics of Integration- Excitation vs. Inhibition and Leak · 2.04: Computing Activation Output · 3.03: Categorization and Distributed Representations
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Mathematics for the Liberal Arts
Lumen Learning
In the contents: 6.02: Perimeter and Area · 6.08: Topology Tiling and Non-Euclidean Geometry · 8.01: F1.01 Beginning and Example 3
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Quantway College with Corequisite
Carnegie Math Pathways · WestEd
In the contents: 1.04: Computing and Interpreting Percentages · 2.05: Modeling a New Type of Growth · 3.01: Interpreting Charts and Graphs
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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
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Active Calculus
Matthew Boelkins, David Austin & Steven Schlicker · Grand Valley State University
In the contents: 01: Understanding the Derivative · 1.05: Interpretating Estimating and Using the Derivative · 1.07: Limits Continuity and Differentiability
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Engineering Modeling and Analysis with Python
Carl Greco · Arkansas Tech University
In the contents: 01: Introduction to Engineering Modeling and Analysis with Python · 02: Variables Expressions and Statements · 2.01: Values and Types
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Physical Modeling in MATLAB
Allen B. Downey · Olin College
In the contents: 01: Modeling and Simulation · 1.01: Modeling · 2.07: Assignment and Equality
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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
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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
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Statistical Thinking for the 21st Century
Russell A. Poldrack · Stanford University
In the contents: 1.05: Causality and Statistics · 3.11: Suggested Readings and Videos · 5.04: Looking at Individual Variables Using Pull() and Head()
External
Phase Relations in Reservoir Engineering
Michael Adewumi · The Pennsylvania State University
In the contents: 01: Introduction and Purpose · 5.02: Px and Tx Diagrams · 06: PT Behavior and Equations of State (EOS) I