Description This course is the first course in a five-course US Federal Tax Specialization. It covers and focuses on the U.S. federal tax system as it relates to individuals, employees, and sole proprietors. Key concepts covered include gross income and items that are statutorily included or excluded in it, personal and business expenses that qualify as tax deductions,…
Description Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Learn in-depth concepts, methods, and applications of pattern discovery in data mining. We will also introduce methods for data-driven phrase mining and some interesting applications of pattern discovery. This course provides…
Description The course will begin with what is familiar to many business managers and those who have taken the first two courses in this specialization. The first set of tools will explore data description, statistical inference, and regression. We will extend these concepts to other statistical methods used for prediction when the response variable is categorical…
Description Thriving in the Information Age compels organizations to deploy information as an actual business asset, not as an IT asset or merely as a business byproduct. This demands creativity in conceiving and implementing new ways to generate economic benefits from the wide array of information assets available to an organization. Unfortunately, information too frequently…
Description Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific literature, emails, enterprise documents, and social media such as blog articles, forum posts, product reviews, and tweets. Text data are unique in that they are usually generated directly by humans rather than a computer system or…
Description This course will help you understand how 3D printing is being applied across a number of domains, including design, manufacturing, and retailing. It will also demonstrate the special capabilities of 3D printing such as customization, self-assembly, and the ability to print complex objects. In addition to business applications, this course will also examine how…
Description Thinking and doing the same things faster and better is not enough; we need creativity. Fortunately, creativity is a skill you can learn. This course will examine when, why, and how we can be creative. It examines the cues that trigger us to consider being creative. It provides a road map of the creative…
Description This course is designed to provide a basic understanding of financial statements with an emphasis on the balance sheet. However, to understand accounting driven financial statements, it is important to recognize that accounting is less about counting and more about measuring. “What is it that is being measured?” Well, as the course unfolds, you…
Description This course will demonstrate how to use 3D printing software to create digital designs that can be turned into physical objects. It will also demonstrate how 3D scanners work to turn physical objects into digital designs. This course is hands-on in nature and will provide step-by-step instructions to guide you through two popular 3D…
Description This course is the second course in a two-part series on corporate and commercial law. In this part, we focus on three main topics: business organizations, business financing, and governmental regulation. In the first module, we discuss the characteristics of a number of the most common forms of business entities, such as corporations and…