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Question 1. What is deep learning? What can deep learning do that traditional machine-learning methods cannot?
Question 2. List and briefly explain different learning paradigms/methods in AI.
Question 3. What is representation learning, and how does it relate to machine learning and deep learning?
Question 4. List and briefly describe the most commonly used ANN activation functions.
Question 5. What is MLP, and how does it work? Explain the function of summation and activation weights in MLP-type ANN.
Question 6. Cognitive computing has become a popular term to define and characterize the extent of the ability of machines/computers to show "intelligent" behavior. Thanks to IBM Watson and its success on Jeopardy!, cognitive comput-ing and cognitive analytics are now part of many real-world intelligent systems. In this exercise, identify at least three application cases where cognitive computing was used to solve complex real-world problems. Summarize your findings in a professionally organized report.
Assume you have 512MB of main memory. How many bits must the MAR register have? Show your work.
If the Federal Reserve Bank wanted to set the money multiplier at mm = 12.5, what reserve ratio should it require?
Provide examples of what currently available systems can be enhanced and where additional opportunities exist.
Draw a UML domain class diagram to represent the following home automation system. You must show all the classes, the associations between them and the multiplicities.
What is the future value in 18 years of an ordinary annuity cash flow of $400 every quarter of a year at the end of the period
How is the model-based policy design different from intuitive policy making? How does system models assist with decision making?
You'll need two outer indexes, one on the right (the old out) and another on the left.
As part of a larger system project. Clone Bank of Clone, Colorado, desires your help in setting up a new monthly reporting form for its checking account customers.
You have the choice of ordering either sizes of pizza: a 16 inch-pizza or an 8 inch-pizza. The price of the first is $12, and the price of the second is $5. Which size wiil you order and why?
How would you explain the concepts of intellectual property theft to the Chinese officials from a U.S. viewpoint?
What would you do if you needed to develop a user training program on security awareness and security policy implementation?
Assess the main policy elements governing data classification and data handling in organizations to ensure that data remain protected at rest
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