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1. What is deep learning? What can deep learning do that traditional machine-learning methods cannot?
2. List and briefly explain different learning paradigms/methods in AI.
3. What is representation learning, and how does it relate to machine learning and deep learning?
4. List and briefly describe the most commonly used ANN activation functions.
5. What is MLP, and how does it work? Explain the function of summation and activation weights in MLP-type ANN.
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.
The bond has 4.5 years to maturity, pays interest semiannually, and has a yield to maturity of 9.47%. What is the bond's coupon rate?
In TCP, how do we define the sequence number of a segment (in each direction)? Consider two cases: the first segment and other segments.
Describe your experience installing the Microsoft Office Suite software. Indicate the version of the software that you installed, and the name and version of the operating system that you used.
Outline an efficient algorithm for changing an element's value in a min-heap. What is the time efficiency of your algorithm?
What is exponential function? What is different about the graph of the exponential function versus the graph of a linear function?
Web scraping is a popular method to extract data from the Internet. The web scraping technique. The popular syntax/language used for web scraping
What are some cyber-attacks from the earliest history of technology to 2021?
A binary search was performed on the fi rst transition between codes -8 and -7 and found the code edge to be at 75 mV. A second binary search was performed and found the code edge between codes 6 and 7 to be 4.56 V. What is the average LSB size fo..
Data Execution Protection
Designing the Network Infrastructure. Bacon Institute is an organization that provides educational offerings to nontraditional students.
A retail store is having a customer appreciation sale. Depending on the total dollars purchased, the customer could receive a discount on his or her total purchases.
Argue for or against the general practice of international trade restrictions. Provide specific examples to support your response.
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