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Mathematics for Machine Learning: Linear Algebra
by David Dye , Samuel J. Cooper , A. Freddie Page- 4.7
Approx. 19 hours to complete
Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. Since we're aiming at data-driven applications, we'll be implementing some of these ideas in code, not just on pencil and paper. Applications of changing basis Dot product of vectors...
Faster Together, Enhancing the Recruitment of Minorities in Clinical Trials
by Tiffany L. Israel , Consuelo Wilkins , Margo Michaels , Yvonne Joosten- 4.8
Approx. 9 hours to complete
This course aims to teach people how to enhance the recruitment of racial and ethnic minorities in clinical trials. The Recruitment Innovation Center and members of the Meharry-Vanderbilt Alliance lead the efforts behind the Faster Together project. Together they have led the development of this training. Infamous examples of abuses in human research...
Reviews & Metrics for Software Improvements
by Kenny Wong- 4.7
Approx. 8 hours to complete
4: Industry Examples 4A: Industry Examples - Interview Discussion: Other Methods of Usability Testing 4: Desirable Properties of Metrics...
Preparing for Graduate Study in the U.S.: A course for international students
by Pamela Bogart- 4.3
Approx. 14 hours to complete
By completing the course, you should enhance your ability to reach the following objectives for the purpose of communicating successfully as a new international graduate student studying in the United States. Begin networking with members of your target institution Explore the campus climate of your target institution Reflection: Walking in new shoes (From U-M School of Information)...
Human-Centered Design: an Introduction
by Scott Klemmer- 4.7
Approx. 14 hours to complete
You'll learn several techniques for rapidly prototyping (such as Wizard of Oz Prototyping) and evaluating multiple interface alternatives -- and why rapid prototyping and comparative evaluation are essential to excellent interaction design. The Power of Prototyping The Birth of HCI Sketch Notes: Evaluating Design & The Birth of HCI Learning check-in...
Design Patterns
by Kenny Wong- 4.7
Approx. 15 hours to complete
Through a survey of established design patterns, you will gain a foundation for more complex software applications. Finally, you will identify problematic software designs by referencing a catalog of code smells. You will be challenged in the Capstone Project to redesign an existing Java-based Android application to implement a combination of design patterns. Discussion: Stories of Bad Coding...
Introduction to Business Analytics with R
by Ronald Guymon , Ashish Khandelwal- 4.5
Approx. 16 hours to complete
Nearly every aspect of business is affected by data analytics. You will also be introduced to examples of business problems that can be solved with data automation and analytics, and methods for communicating data analytic results that do not require copying and pasting from one platform to another. Examples of Business Analytics...
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Federal Taxation II: Property Transactions of Business Owners and Shareholders
by Matthew Hutchens- 4.9
Approx. 31 hours to complete
Learn More About Flexible Learning Paths Build a Learning Community with Social Media Sale of Personal Residence Character of Gains and Losses: Introduction Part 3: Example of Netting Process Part 2: Netting Process of §1231 Assets Part 3: Example of Netting Process of §1231 Assets Gain from Sale of Depreciable Property Between Related Parties...
Economic Growth and Distributive Justice Part I - The Role of the State
by Professor Yoram Y. Margalioth- 4.7
Approx. 8 hours to complete
Often using examples from the US and Europe, it does not however focus on policies in any particular region of the world, and is directly applicable to all countries around the globe. 5 Policy Implications of Assuming Diminishing Marginal Utility from Consumption 7 Conventional Analysis of Taxing Damages Paid for Loss of Earnings...
Customer Analytics
by Eric Bradlow , Peter Fader , Raghu Iyengar , Ron Berman- 4.6
Approx. 12 hours to complete
From credit card transactions and online shopping carts, to customer loyalty programs and user-generated ratings/reviews, there is a staggering amount of data that can be used to describe our past buying behaviors, predict future ones, and prescribe new ways to influence future purchasing decisions. Communicate the history of customer analytics and latest best practices at top firms...