This graduate-level course is an advanced introduction to applications and theory of numerical methods for solution of differential equations. In particular, the course focuses on physically-arising partial differential equations, with emphasis on the fundamental ideas underlying various methods.

An open textbook created by Salt Lake Community College for ENG 101 and ENG 102 classes.

OpenGrade is open-source software for teachers to keep track of grades. It runs on Linux, as well as some other operating systems.

OpenML is an online machine learning platform where researchers can easily share data, machine learning tasks and experiments as well as organize them online to work and collaborate more efficiently. In this paper, we present an R package to interface with the OpenML platform and illustrate its usage in combination with the machine learning R package mlr (Bischl et al, 2016). We show how the OpenML package allows R users to easily search, download and upload data sets and machine learning tasks. Furthermore, we also show how to upload results of experiments, share them with others and download results from other users. Beyond ensuring reproducibility of results, the OpenML platform automates much of the drudge work, speeds up research, facilitates collaboration and increases the users’ visibility online.

About This Document: This manual was assembled and is being updated by Professor Benjamin Le (@benjaminle), who is on the faculty in the Department of Psychology at Haverford College. The primary goal of this text is to provide guidance to his senior thesis students on how to conduct research in his lab by working within general principles that promote research transparency using the specific open science practices described here. While it is aimed at undergraduate psychology students, hopefully it will be of use to other faculty/researchers/students who are interested in adopting open science practices in their labs.

(This case study was added to OER Commons as one of a batch of over 700. It has relevant information which may include medical imagery, lab results, and history where relevant. A link to the final diagnosis can be found at the end of the case study for review. The first paragraph of the case study -- typically, but not always the clinical presentation -- is provided below.)

A 24-year-old man presented with new onset of generalized tonic clonic seizure. Prior to admission, the patient reported an enlarging painless scalp mass for the previous two months, without having sought medical attention. MRI of the brain revealed a 7.7 cm heterogeneously enhancing mass with a large subgaleal extracalvarial/extracranial component and a smaller intracranial enhancing component along the dura on T1 weighted images (Figures 1 and 2). Noncontrast CT showed abnormal calvarial sclerosis concerning for osseous involvement (Figure 3). The patient underwent biparietal craniectomy and sub-total resection of the mass with residual tumor involving the superior sagittal sinus. The cranium, dura, and subgaleal mass were submitted for evaluation.

The Physics 205/206 and 210/211 sequences are intended for biology majors. If you're an engineering major, you should be in Physics 221. If you just need a gen ed class, you should be in Physics 130. Physics 205/206 satisfies your physics requirement if you're a biology major transferring to a Cal State. The prerequisites for 205 are Math 141 (precalculus) and Math 142 (trig). Physics 210/211 satisfies your physics requirement if you're a biology major transferring to a UC (or a Cal State). The prerequisites for 210 are Math 141 (precalculus) and Math 142 (trig), and the corequisite is Math 150A (calculus).

This course introduces the structure, composition, and physical processes governing the terrestrial planets, including their formation and basic orbital properties. Topics include plate tectonics, earthquakes, seismic waves, rheology, impact cratering, gravity and magnetic fields, heat flux, thermal structure, mantle convection, deep interiors, planetary magnetism, and core dynamics. Suitable for majors and non-majors seeking general background in geophysics and planetary structure.

This course introduces the structure, composition, and physical processes governing the terrestrial planets, including their formation and basic orbital properties. Topics include plate tectonics, earthquakes, seismic waves, rheology, impact cratering, gravity and magnetic fields, heat flux, thermal structure, mantle convection, deep interiors, planetary magnetism, and core dynamics. Suitable for majors and non-majors seeking general background in geophysics and planetary structure.

The ancient and original skills of playing music by ear are as important as ever in the 21st Century. Play-by-Ear differs from other methods with a focus away from the individual onto facilitating others to participate. Play-by-Ear provides a common denominator to quickly engage with inclusive participation and minimal resources. Community group leaders, substitute teachers and therapists are often called upon to lead music on short notice. Participants can mix and range from total beginners at all ages to some accomplished in traditional methods. Such groups may have no scope for follow-up so require some instant gratification with whatever is available on the spot. The core Play-by-Ear method achieved an Australian Innovation Patent in 2016 and has since been extended to fulfill school and community curriculum levels. Techniques are demonstrated to cover the full AASL 21st Century skill domains, ranging from a single finger chord on a ukulele up through use of digital tools to produce a music video for a worldwide audience.

This lesson is part of Software Carpentry workshops and teach an introduction to plotting and programming using python. This lesson is an introduction to programming in Python for people with little or no previous programming experience. It uses plotting as its motivating example, and is designed to be used in both Data Carpentry and Software Carpentry workshops. This lesson references JupyterLab, but can be taught using a regular Python interpreter as well. Please note that this lesson uses Python 3 rather than Python 2.

This course explores the relationship between political institutions and economic development, covering key theoretical issues as well as recent empirical evidence. Topics include corruption, democracy, dictatorship, and war. Discusses not just what we know on these topics, but how we know it, covering how to craft a good empirical study or field experiment and how to discriminate between reliable and unreliable evidence.
MITx Online Version
This course is part of the Micromaster’s Program in Data, Economics, and Design of Policy through MITx Online. The course is entirely free to audit, though learners have the option to pay a fee, which is based on the learner’s ability to pay, to take the proctored exam, and earn a course certificate. To access the course, create an MITx Online account and enroll in the course 14.750x Political Economy and Economic Development.

To develop an understanding of modern industrial technologies that clean up and prevent air pollution, students build and observe a variety of simple models of engineering pollutant recovery methods: scrubber, electrostatic precipitator, cyclone and baghouse. In an associated literacy activity, students become more aware of global environmental problems and play a part in their solution by writing environmental action campaign letters.

The course purpose is to provide the substance and skill necessary to make sound business decisions relating to information systems and to work with senior line managers in the resolution of issues and problems in this area. Categories of issues which will be addressed in the course include:

How do IT and its various manifestations in business, such as the Internet, affect current and future COMPETITIVENESS? How do we align business strategy and plans with IT strategy and IT plans?
How can we ENGAGE executives in learning and leading IT-related change?
How do we IMPLEMENT new systems, CHANGE work behavior, MANAGE projects?
How should we ORGANIZE and GOVERN IT in an organization?

Short Description:
Principles of Economics covers scope and sequence requirements for a two-semester introductory economics course. The authors take a balanced approach to micro- and macroeconomics, to both Keynesian and classical views, and to the theory and application of economics concepts. The text also includes many current examples, which are handled in a politically equitable way.

Long Description:
Principles of Microeconomics: Scarcity and Social Provisioning takes a pluralistic approach to the standard topics of an introductory microeconomics course. The text builds on the chiefly neoclassical material of the OpenStax Principles of Economics text, adding extensive content from heterodox economic thought. Emphasizing the importance of pluralism and critical thinking, the text presents the method and theory of neoclassical economics alongside critiques thereof and heterodox alternatives in both method and theory. This approach is taken from the outset of the text, where contrasting definitions of economics are discussed in the context of the various ways in which neoclassical and heterodox economists study the subject. The same approach–of theory and method, critique, and alternative theory theory and method–is taken in the study of consumption, production, and market exchange, as well as in the applied theory chapters. Historical and contemporary examples are given throughout, and both theory and application are presented with a balanced approach.

This textbook will be of interest especially to instructors and students who wish to go beyond the traditional approach to the fundamentals of microeconomic theory, and explore the wider spectrum of economic thought.

Instructors may contact Open Oregon Educational Resources for quiz question test banks associated with each chapter.

Word Count: 316070

ISBN: 978-1-63635-023-3

(Note: This resource's metadata has been created automatically by reformatting and/or combining the information that the author initially provided as part of a bulk import process.)

Principles of Economics covers scope and sequence requirements for a two-semester introductory economics course. The authors take a balanced approach to micro- and macroeconomics, to both Keynesian and classical views, and to the theory and application of economics concepts. The text also includes many current examples, which are handled in a politically equitable way.

Short Description:
UNDER CONSTRUCTION. Please note that this edition of the textbook remains a work in progress. Content is subject to change and ongoing revisions are expected to continue until mid- to late-2023. The stable 2nd edition of the text is available at https://openoregon.pressbooks.pub/socialprovisioning2/

Word Count: 550396

(Note: This resource's metadata has been created automatically by reformatting and/or combining the information that the author initially provided as part of a bulk import process.)