Python代寫|數據分析代寫 - Course Project Guidelines
Course Project Guidelines
This project requires students to apply data-mining techniques learned in class to a business
problem using real-world data. The data can be collected from (i) an organization’s database
(ii) a publicly available source
Guidelines for Project Report
The final report should include the following items:
1. Background information about the data, including related organization/industry
2. The objectives of the project and the solution techniques employed (e.g., decision trees,
clustering, etc.). Explain why you choose these techniques over the others.
3. Data description: Summarize the data in a three-column table. List the name of the
attributes in the first column, the data type (numeric, categorical, etc.) in the second
column, and the descriptions of the attributes in the third column. Describe each attribute
in a way such that students in this class can understand. Indicate the number of total
records. If the data is proprietary, mask the confidential elements of the data. If there are
missing values, explain how you handle them.
4. Data mining process: Including data cleansing, attribute selection and transformation,
training and testing process.
5. Interpretation of the results. For example, show your final decision tree and rules
generated from the tree.
6. Managerial and other practical implications and insights of your project. If applicable,
recommendations to the organization based on your study.
You are required to submit the data for the project as supplemental materials, including the
data source. If the data have been processed for the project, both the original and the final
versions of the data should be submitted.
Format and Schedule
? Submit a one-page plan that includes the following items on or before week 3
? The objectives of the project.
? Data-mining techniques to be used.
? A brief description of the data, including the data source, a list of attributes and the
number of records.
? The final report (in Microsoft Word), should be between 8 and 12 pages, 1.5 line spacing,
all things included.