課程簡介
Course Introduction
通過此課程學生可以掌握大數據知識發現與應用的基本方法，包括聚類，分類，數據處理等，并能夠按照工程學的方法，解決實際應用上的大數據知識發現問題，如醫療，交通方面的問題，以保證大數據相關項目的正常實施。課程也會涉及機器學習方面的技術，總體培養以偏向實際應用為主，科研解決問題能力為輔。
教學大綱
Teaching Syllabus
Week 1 Introduction to Big Data Knowledge Discovery and Application/Clustering
Week 2 Classification/Evaluation Methods/Student Presentations
Week 3 Recommendation System/Student Presentations
Week 4 Expert Talk/Student Presentations
Week 5 Data Visualization/Forecasting System/Student Presentations
Week 6 Knowledge Discovery on Transportation/Student Presentations
Week 7 Knowledge Discovery on Education/Student Presentations
Week 8 Student Presentations/Conclusions
教學隊伍Teaching Members
相關課程Correlative
Courses
