“This courseware includes resources copyrighted and openly licensed by multiple individuals and organizations. Click the words ‘Licenses and Attributions’ at the bottom of each page for copyright and licensing information specific to the material on that page.” Reviewer’s note: arguably the weakest of the full-text resources presented here, but may give a starting point for some resources

An introduction to the main techniques of Artifical Intelligence: state-space search methods, semantic networks, theorem-proving and production rule systems. Important applications of these techniques are presented. Students are expected to write programs exemplifying some of techniques taught, using the LISP lanuage.

Grade level: graduate students, advanced undergrads, persons with analyzed research results

Course length: 1 semester, 4-6 months

Objective: This course empowers scientists to engage with their own data, each other, and the public through art. Through collective brainstorming, prototyping, and feedback from professional artists, students will create a project that expresses their own research through any artistic medium of their choice. The course typically culminates in a public art exhibition where students interact with a general audience to discuss their research, art, and what it means to be a scientist.

If you look at what psychologists consider to be high-level stressors, you'll find a list of about 40 life events. We have no control over many of these events, but for more than half, we do. So much of our stress and success in life depends on the decisions we make. In this short course, your students will learn the economic underpinnings of the need to make decisions, why every decision bears a cost, and how to make informed decisions.

Through this earth science curricular unit, student teams are presented with the scenario that an asteroid will impact the Earth. In response, their challenge is to design the location and size of underground caverns to shelter the people from an uninhabitable Earth for one year. Driven by this adventure scenario, student teams 1) explore general and geological maps of their fictional state called Alabraska, 2) determine the area of their classroom to help determine the necessary cavern size, 3) learn about map scales, 4) test rocks, 5) identify important and not-so-important rock properties for underground caverns, and 6) choose a final location and size.

"This undergraduate class is designed to introduce students to the physics that govern the circulation of the ocean and atmosphere. The focus of the course is on the processes that control the climate of the planet.AcknowledgmentsProf. Ferrari wishes to acknowledge that this course was originally designed and taught by Prof. John Marshall."

This course provides a detailed overview of the chemical transformations that control the abundances of key trace species in the Earth’s atmosphere. Emphasizes the effects of human activity on air quality and climate. Topics include photochemistry, kinetics, and thermodynamics important to the chemistry of the atmosphere; stratospheric ozone depletion; oxidation chemistry of the troposphere; photochemical smog; aerosol chemistry; and sources and sinks of greenhouse gases and other climate forcers.

Survey of atmospheric and oceanic phenomena including the discussion of observations and theoretical interpretations. Topics covered include: monsoons; El Nino; planetary waves; atmospheric synoptic eddies and fronts; gulf stream rings; hurricanes; surface and internal gravity waves; and tides. In this course, we will look at many important aspects of the circulation of the atmosphere and ocean, from length scales of meters to thousands of km and time scales ranging from seconds to years. We will assume familiarity with concepts covered in course 12.003 (Physics of the Fluid Earth). In the early stages of the present course, we will make somewhat greater use of math than did 12.003, but the math we will use is no more than that encountered in elementary electromagnetic field theory, for example. The focus of the course is on the physics of the phenomena which we will discuss.

In this activity, students will explore how the Law of Conservation of Energy (the First Law of Thermodynamics) applies to atoms, as well as the implications of heating or cooling a system. This activity focuses on potential energy and kinetic energy as well as energy conservation. The goal is to apply what is learned to both our human scale world and the world of atoms and molecules.

Software testing gets a bad rap for being difficult, time-consuming, redundant, and above all – boring. But in fact, it is a proven way to ensure that your software will work flawlessly and can meet release schedules.

In a two-course series, we will teach you automated software testing in an inspiring way. We will show you that testing is not as daunting a task as you might think, and how automated testing will make you a better developer who programs excellent software.

This second course builds upon the first course’s material. It covers more advanced tools and techniques and their applications, now utilizing more than just JUnit. Key topics include Test-Driven Development, state-based and web testing, combinatorial testing, mutation testing, static analysis tools, and property-based testing.

This is a highly practical course. Throughout the lessons, you will test various programs by means of different techniques. By the end, you will be able to choose the best testing strategies for different projects.

Second course in a two-course sequence. Introduces and applies technical skills around beginning and managing a small business, including spreadsheets and the use of charts and graphs. Includes reflection and discussion of the application of concepts to a real-world example. Requires teamwork and collaboration to be exercised in completing a group project. Covers application of financial, legal, and administrative procedures in running a business.
Upon successful completion of this course, students will be able to:
Represent business models in spreadsheets including preparation of charts and graphs. Apply key business activities and the primary concepts and terms associated with these activities. Manage a business interacting with the external environment (through a simulation) and describe how this interaction impacts both business and the external environment. Implement the financial, legal, and administrative procedures involved in starting new business ventures. Identify ethical issues facing businesses. Effectively collaborate with team members and communicate professionally.

This course provides a general survey of the functional and interdependent areas of business management, marketing, accounting and finance, and management information systems. The course includes business trends, operation and management of a business, ethical challenges, environmental responsibility, change, global perspectives, and the dynamic roles of management and staff. Additionally, the course incorporates aspects of team interaction and continuous process improvement. You are provided with the opportunity to explore the Internet and information technology relating to business operations.

Course Outcomes:
1. Define commonly used business and economics terminology.
2. Describe the functional areas of any business organization.
3. Explain revenues, expenses, and how profit is derived. Differentiate between objectives, strategies, tactics, and operations.
4. Describe the components of a business plan.
5. Prepare a basic business plan.
6. Explain the importance of ethics in business.

The key decision-making role of managers in modern organizations. Includes the study of organizations, management styles, and selected administrative problems. An overview of the processes involved in managing a business, including business planning, organizing, controlling, staffing and leading. Covers various theories of management with emphasis on managing a business in the local, national or international marketplace.

This course will provide you with a general survey of the nature significance of scope of marketing. It emphasizes customers (marketing analysis and strategy); business marketing decisions in promotion, distribution and pricing; and control of marketing programs.

Course Outcomes:
1. Employ the basics of marketing, from identifying audience, market segments and value propositions, to product development and research, marketing strategies and advertising/public relations.
2. Recognize consumer behavior and demand and be able to prepare and execute a marketing solution.
3. Master business marketing tools necessary to execute a marketing plan for a client, including social media.
4. Identify trends and new developments in business and employ soft skills and marketing techniques to adapt to market demands.
5. Compile a portfolio of work that can be shared with colleagues, network connections and future clients and employers.

This course presents statistical analysis and quantitative tools for applied problem solving and making sound business decisions. Special attention is given to assembling statistical description, sampling, inference, regression, hypothesis testing, forecasting, and decision theory.

Course Outcomes:
1. Understand the meaning and use of statistical terms used in today’s business/economic environment.
2. Collect, organize, summarize, interpret, and present data in tables and charts.
3. Apply descriptive statistical measures to data.
4. Apply probability distributions to model various business and economic processes.
5. Apply statistical inference techniques (including statistical estimation and hypothesis testing) in various business and economic situations.
6. Apply simple linear regression analysis to model various business and economic relationships.

"A lot of people thought we were an overnight sensation," says The Beatles' Paul McCartney in The Beatles: Eight Days a Week “The Touring Years," "but they were wrong." Indeed, though to many fans The Beatles seem to have been a big bang, bursting from Liverpudlian obscurity to international stardom with their 1963 debut album Please Please Me, quite the opposite is true. Between 1960-63, The Beatles worked. They were, after all, young men from the working classes of Liverpool, a city still recovering from World War II. They worked to earn money for basic necessities, playing pub sets both day and night and performing lengthy residencies in Hamburg, Germany, one of which included a stretch of 104 consecutive shows. They worked on repertoire, learning dozens of "cover" songs spanning several genres. They worked on their group sound, playing several sets a night and fine tuning the skills that helped them "hold" audiences at the dance floor, even those who may not have come specifically to see them.

In this lesson, students learn about the impact of The Beatles on their teenage audience, particularly in relation to the group's image as a "rock band."

Essential Question: How did The Beatles establish a new paradigm for the image of "the star," and how did that image support their global success?

In this lesson, students learn about the Beatles active stance against segregation and consider what the band's example meant for an emerging youth culture.

This lesson explores first the role Brian Epstein played in helping craft The Beatles' visual presence, group identity and team unity, the way he helped the group transition from successful nightclub act to international sensation.