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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 computing 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.
When considering forensic investigations, how do criminal and cyber investigators need to work together?
Research some tools that would be valuable in collecting both live memory images and images of various forms off media.
Examine the relationship between the issues surrounding mortgage fraud and "broken windows theory".
Write down a 2-3 page paper explaining the hardware and software utilized to support personal, workgroup, and enterprise computing in the present organization.
What is the marginal rate of substitution for consumer A at the competitive equilibrium?
The following code will not display the results expected by the programmer. Can you find the error? Declare Real lowest, highest, average Display "Enter the lowest score
1. Explain the importance of demonstrating that a forensic process was followed to a criminal or civil case. Address the impact on the case of using tools that are not vetted by the community.
Programming: Write the following programs using C language. Each program shoulddate of creation on the top (use comments). Write a clear and properly indented code and use comments properly. 1. Simple if statement program.
Does the diagram above represent a function f: X → Y? Explain why or why not
Describe the meaning and the use of plug and play cards in a computer system?
The front wheels are free to roll. The tractor weighs 2500 lb and has a center of gravity at G.
Discuss emerging IT and security trends. How do they impact network security? Are there challenges and advantages by new technologies?
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