數據科學及預測分析專業文憑

(課程內容只提供英文版本) 

Professional Diploma in Data Science and Predictive Analytics is an intensive program equips you with the conceptual knowledge and practical skills needed in statistics, data science, data analytics, and programming. You will learn the skills to handle data from various internal and external sources, applying data modeling algorithms to derive valuable insights and visualize results effectively. With a strong foundation in machine learning and artificial intelligence, you can apply these skills to diverse problem domains. Through the integration of data science knowledge and programming techniques, you will be proficient in designing and implementing predictive data analytic solutions for a range of problem domains. Join us on this transformative journey and excel in the ever-evolving field of data science and predictive analytics.

課程結構

1. 數據科學基礎 (24小時)
2. 機器學習在數據科學中的應用 (24小時)
3. 深度學習:Tensorflow (24小時)
4. 數據分析及可視化 (24小時)
5. R數據挖掘 (24小時)
6. 人工智能預測分析 (24小時)

Content cover:

Python, TensorFlow, R, Tableau, web scrapping, Data Mining, Data Visualization, Data Analysis, AI development

- 逄星期六上課 (6小時) (10:00-13:00 & 14:00-17:00)。

- 一般課堂會以面授形式進行，但於特別情況下課堂或需以網上模式進行。

- 課程時數為144小時。