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While we believe that this assignment contributes an excellent learning experience in this course we understand that some learners may be unable or unwilling to use A W S. We are unable to issue Course Certificates for learners who do not complete the assignment that requires use of A W S. As such you should not pay for a Course Certificate in Communicating Data Results if you are unable or unwilling to use A W S as you will not be able to successfully complete the course without doing so. Making predictions is not enough! Effective data scientists know how to explain and interpret their results and communicate findings accurately to stakeholders to inform business decisions. Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception cognition and algorithms to exploit the enormous bandwidth of the human visual cortex. In this course you will learn to recognize design and use effective visualizations. Just because you can make a prediction and convince others to act on it doesnt mean you should. In this course you will explore the ethical considerations around big data and how these considerations are beginning to influence policy and practice. You will learn the foundational limitations of using technology to protect privacy and the codes of conduct emerging to guide the behavior of data scientists. You will also learn the importance of reproducibility in data science and how the commercial cloud can help support reproducible research even for experiments involving massive datasets complex computational infrastructures or both. Learning Goals: After completing this course you will be able to: 1. Design and critique visualizations 2. Explain the state-of-the-art in privacy ethics governance around big data and data science 3. Use cloud computing to analyze large datasets in a reproducible way. Course4

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