Business Analytics [Module From Master Of Science In Business Analytics] - The Hong Kong Polytechnic University
課程名稱: |
Business Analytics [Module From Master Of Science In Business Analytics] - The Hong Kong Polytechnic University |
---|---|
院校名稱: |
香港理工大學 |
課程編號: |
33Z127036 |
範疇: |
商業及管理 |
上課模式: |
39 hours (FT/PT) |
為期: |
13 weeks |
學費: |
16,500.00 |
入學要求: |
(1) Applicants Should Have A Bachelor'S Degree Or Equivalent Academic/Professional Qualifications, Preferably With At Least One Year Of Relevant Work Experience. (2) Applicants, Normally Aged 27 Or Above, With Other Post-Secondary Qualifications And At Least 6 Years Of Work Experience In Industry, Commerce Or Public Administration, Including 3 Years In A Managerial Capacity, Will Also Be Considered. |
課程大綱: |
(1) Course Overview: Data Mining For Business Analytics (4 Hours) (2) Data Mining Basics And Challenges (4 Hours) (3) Decision Tree Learning (5 Hours) (4) Linear Regression And Logistic Regression (5 Hours) (5) “Naive” Bayes And Text Mining (5 Hours) (6) Model Evaluation (4 Hours) (7) Unsupervised Algorithms, Association Rule (4 Hours) (8) Clustering Analysis (4 Hours) (9) Nearest Neighbour Prediction (4 Hours) |
資歷名冊登記號碼: |
19/000070/L6 |
資歷架構級別: |
6 |