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Question
Well-posed Machine Learning problems
(a) What is required to defi ne a well-posed learning problem ?
(b) Here are two potential real-world application tasks for machine learning:
1. a winery wishes to uncover relationships between records of the quantitative analyses of its wines from the lab and some key subjective descriptions applied to its wine (e.g. dry, fruity, light, etc.)
2. you want to predict students' marks in the nal exam of COMP9417 given their marks from the other assessable components in the course | you may assume that the corresponding data from previous years is available Pick one of the tasks and state how you would de ne it as a well-posed machine learning problem in terms of the above requirements.
(c) Suggest a learning algorithm for the problem you chose (give the name, and in a sentence explain why it would be a good choice).
Sketch an object-oriented model for a small private airport database that is used to keep track of airplanes, their owners, airport employees, and pilots.
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Which is not a factor to consider in software evaluation?
Create a new table named SportingGoods to contain the columns PartNum, Description, OhHand, Warehouse, and Priced for all rows in which the item class is SG.
Database Questions: What do you mean by data base scheme? What do you mean by cardinality ratio? What do you mean by degree of relation?
Design the screen with the actual values. Students have to also create a data dictionary to explain what type of data is expected to display with the given input.
You are interested in examining some hard-to-obtain data from two separate databases. Each database comprises numerical values - so there are 2n values total
Due to the tight deadline, the project team was assembled quickly with ten (10) team members of various backgrounds. There are three (3) offshore developers in India and two (2) QA testers in San Francisco, CA.
Write a program that models an employee. An employee has an employee number, a name, an address, and a hire date. A name consists of a first name and a last name.
What are triggers used for, and why are they important in database systems? Provide an example of a situation where a trigger would be appropriate.
Identify the potential sales and department store transactions that can be stored within the database and design a database solution and the potential business rules that could be used to house the sales transactions of the department store.
Describe the different procedure performed in DBMS for student database in which fields are student id, student name, student class, marks.
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