Homepage » ALL COURSE » College of Science » Department of Applied Mathematics » Analysis Of Big Data | Department of Applied Mathematics Prof. Yuh-Jye Lee » Anomaly Detection & Distributed / Hierarchical Framework
| Week | Course Content | Course Video |
|---|---|---|
| 巨量資料分析課程介紹 | Watch Online | |
| 巨量資料分析簡介 Introduction Of Big Data(1/2) | Watch Online | |
| 巨量資料分析簡介 Introduction Of Big Data(2/2) | Watch Online | |
| Anomaly Detection & Distributed / Hierarchical Framework | Watch Online | |
| A Brief Introduction to Machine Learning | Watch Online | |
| Anomaly Detection & Distributed / Hierarchical Framework | Watch Online | |
| Discussion : Security and Privacy Conclusion Remark | Watch Online | |
| Introduction to Machine Learning (Artificial Intelligence) | Watch Online | |
| Three Fundamental Algorithms(1/2) | Watch Online | |
| Three Fundamental Algorithms(2/2) | Watch Online | |
| Support Vector Machines | Watch Online | |
| Evaluation | Watch Online | |
| The Evolution Of Data Architecture | Watch Online | |
| The Evolution Of Data Architecture – Scale out | Watch Online | |
| The Evolution Of Data Architecture – Hadoop | Watch Online | |
| The Evolution Of Data Architecture – Use Case | Watch Online | |
| The Evolution Of Data Architecture – Future | Watch Online | |
| Spark Core | Watch Online | |
| Spark SQL | Watch Online | |
| Spark Streaming | Watch Online | |
| Spark Mllib | Watch Online | |
| Spark組成原件與應用領域簡介(1/2) | Watch Online | |
| Spark組成原件與應用領域簡介(2/2) | Watch Online | |
| Python與 Spark 安裝 | Watch Online | |
| DataBrick Community Edition | Watch Online | |
| Python Open() and CSV Module | Watch Online | |
| Python Numpy | Watch Online | |
| Python Matplotlib | Watch Online | |
| Python Pandas | Watch Online | |
| AirBox Application - Data Visualization | Watch Online | |
| AirBox Application - Clustering | Watch Online |