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1. What is deep learning? What can deep learning do those 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 compression process follows the law Pv1.3 = constant and heat rejected to the cooling water amounts to 35 kW/kg of air. Assuming a mass flow of 2 kg/s and neglecting kinetic and potential energy change, determine the power input to the compres..
What is the data wiping process?
Draw the resulting AVL tree resulting from the insertion of an entry with key 52 and draw the resulting AVL tree resulting from the removal of the entry with key 62
A comparison of existing security controls and settings with one or more baselines helps to validate the correctness of security controls.
Describe your experience using Excel to manage data such as lists of purchases. Discuss how the features of sorting, filtering, and subtotaling could help answer questions about that list.
Write a class with a constructor that accepts a String object as its argument. The class should have a method that returns the number of vowels in the string, and another method that returns the number of consonants in the string. Demonstrate the ..
Prompt a student for grades and credits for courses taken. From that, you will calculate a GPA.
For this assignment, you will play the role of an employee who's been asked to present a convincing argument on why the company should move from a conventional client based productivity suite, MS Office 2010, to a cloud based productivity suite. F..
Information Technology Innovation. Select a story about an innovation related to information technology.
Fill the anonymous array of Exercise 1 with n input values, entered from the keyboard.
Write a program that uses dynamic allocation to create an array of 20 integer numbers, find the smallest of these elements and calculate the average of elements
1. How, according to Locke, can private property be legitimately acquired from the commons?
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