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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.
What is the depreciation each year and what are the cash flows associated with the depreciation tax saving?
What is the difference between multiprogramming and multi-threading?
Describe how each of Macy's mobile retail strategies enhances the in-store shopping experience for customers.
How many pages are needed to store the entire job?
Implement a basic ray tracer that shoots one ray out into the scene per pixel and shades the nearest surface point that is hit. You can test your ray tracer with a simple scene composed of planes, spheres and triangles.
How would you go about the task of decomposing a project into meaningful business chunks in preparation for an Incremental approach?
What courses in your educational program (Information Technology) address the development of communication skills?
(Data Sheets) Suppose you want to drive two LEDs with the out-put of an AVLC 7400 gate. The LED require 15 mA of current to emit the amount of light required. Can you connect both LEDs to a single output of the 7400? If not, what could you do inst..
What percent of the days actually lie within one standard deviation of the mean? Comment.
Describe the steps that you would use in order to convert database tables to the First Normal Form, the Second Normal Form, and the Third Normal Form.Provide one (1) example that is relevant to a college environment that illustrates reasons for..
This case study focuses on how Zurich uses a variety of methodologies and tools to manage its business risk. Zurich's risk profiling is a focused
Explain and analyze the algorithm which determines whether one string P[1 ..m] is cyclic rotation of another string T[1 .. n].
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