Suppose you had a neural network with linear activation functions. That is, for each unit the output is some constant c times the weighted sum of the inputs. Assume that the network has one hidden layer. For a given assignment to the...
Project 2: neural networks that computes the XOR Construct by hand a neural network that computes the XOR function of two inputs. Make sure to specify what sort of units you are using. Show how to build neural network...
Consider a binary classification problem with an ensemble learning algorithm that uses simple majority voting among K learned hypotheses. Suppose that each hypothesis has error E and that the errors made by each hypothesis are independent of the others. Calculate a formula for the error...
Earlier this week in the article, "Interrogating Students' Perceptions of Their Online Learning Experiences With Brookfield's Critical Incident QuestionnaireLinks to an external site.," you examined Stephen Brookfield's discussion on the benefits of using the CIQ in teaching, including trust building between learner and instructor,...
There will be times as an instructor that you may be asked to deliver instructional material to a group of learners that contains a great deal of information in a short period of time. What are the best practices that you will follow to...
Suppose that a learning algorithm is trying to find a consistent hypothesis when the classifications of examples are actually random. There are n Boolean attributes, and examples are drawn uniformly from the set of 2^n possible examples. Calculate the number of...
Research social media platform ethics in decision concepts and address the following: Do you agree that ethics should be applied to social networking BI? Why or why not? ...
If you do not intend to create a consultancy, what have you learned in this course about working with consultants that will guide or aid your work as an IT practitioner working on a team, or as a manager leading consultants and IT team members? ...
ASSIGNMENTS 3, 5, AND 8 ARE IN THE FILE TO HELP WITH THIS ASSIGNMENT By successfully completing this final assessment, you will demonstrate your proficiency in the following course competencies: Examine the practice of fundamentals necessary for an information technology consulting role....
By successfully completing this final assessment, you will demonstrate your proficiency in the following course competencies: Examine the practice of fundamentals necessary for an information technology consulting role. Evaluate the activities that are key to consulting. Evaluate...