Big Data Analytics (Module From Mscism) - The Hong Kong University Of Science And Technology
課程名稱: |
Big Data Analytics (Module From Mscism) - The Hong Kong University Of Science And Technology |
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院校名稱: |
香港科技大學 |
課程編號: |
21Z036793 |
範疇: |
商業服務 |
上課模式: |
PT |
為期: |
30 |
學費: |
19,000.00 |
入學要求: |
Bachelor'S Degree And Gmat Scores/Over 5 Years Of Professional Work Experience |
課程大綱: |
This Course Introduces The Key Concepts And Applications Of Business Analytics In The World Of Big Data. Example Business Problems To Be Solved Analytically Include Customer Relationship Management, Financial Trading, Social Media Marketing, Search Engine Strategy, Etc. Hands-On Experience With Popular Data Analytical Tools Will Be Included. Week 1: Introduction To Big Data Analytics Basics. Data Preprocessing (4 Hrs) Week 2: Building Prediction Model Using Decision Tree Learning Method (4 Hrs) Week 3: Model Evaluation For Supervised Learning. Regression Analysis (4 Hrs) Week 4: Naive Bayes Classification Method And Text Analytics (4 Hrs) Week 5: Unsupervised Learning Method: Clustering And Association Rule Learning (4 Hrs) Week 6: Prediction With Nearest Neighbor Mehtod. Online Recommender Systems (4 Hrs) Week 7: Network Data Analysis (4 Hrs) Week 8: Neural Network And Deep Learning And Class Wrap Up (2 Hrs) |
資歷架構級別: |
0 |