Data Mining Lab Report Example | Topics and Well Written Essays - 500 words

Data Mining - Lab Report Example In addition, data on the number of science related course that a student had taken and data on years of professional experience that a student had prior to the course were missing for some of the participants. In addition, data on expected salary for first job had unrealistically low values and required cleaning. Means were used to clean data on previous number of science course and professional experience and expected salary while mode was used to clean ordinal data. A majority of the students, therefore, had undertaken about three science related courses and had about 3.65 years of professional experience in data areas. The students expected first salary of about $ 29795.78. A majority of the students (60.9 percent) were fair in data mining efficiency while only 8.7 were good. Only 21.7 percent had much confidence in becoming data analysts after graduation while 56.5 percent were not sure of their positions. Most of the students lived away from campus with 34.8 percent being within a driving distance while 52.2 percent lived far away, though within the United States. Most of the students preferred a one-by-one virtual meeting. The following histograms illustrate the distributions. Majority of the students have sufficient background knowledge in data mining, having done many related course. They however lack experience in data mining and report average efficiency. Their level of motivation into data analysis profession is low, their locations are far from the campus, and they prefer one-by-one virtual meetings. A one on one approach to learning that focuses on technology for online study is therefore

Shanghai Disney Expansion Project Case Study Example | Topics and Well Written Essays - 2000 words

Shanghai Disney Expansion Project - Case Study Example That is to say, that even before a strategy is developed; it has to focus on these factors. In essence, it is at this stage that business owners normally analyze the current situation of the business concerning the aforementioned areas. A SWOT analysis is normally created at this point with an aim to give the overview of the company including its competitors, social and legal environment. The second step involves market profiling whereby the owner focuses on a number of issues including the revenues, market-share, and the expected profitability. In order to create this step effectively, a business owner has to be focused primarily on the customer1. Often, business people tend to introduce products in the market with little, if any, regard as to the customer’s need. It is through understanding the need of the customer that the development of a product and its subsequent marketing ought to take place. It is at this level that one sets targets for the products and rolls it out to the intended market, which has already been analyzed. Once market identity is complete and the projections of revenues and profits are set, the business owner has to create a market segment strategy. Here, the business has to decide the mode of making marketing and sales. That is to say, options such as direct or indirect sales ought to be analyzed, mass marketing and so forth. Business owners will have to set up product, pricing, promotional, distribution and marketing strategies. The essence of this step is to ensure that the targeted market has been reached, revenues projected is realized as well as guaranteeing market share. Concerning how this plan could benefit Disney, the company ought to take a few steps in its quest for expansion in the areas of Shanghai. Firstly, Disney has to follow the steps outlined above with the first one being aware of the behaviour of the local people.