数据科学及预测分析专业文凭

(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.

课程结构

1.     数据科学基础 (24小时)

2.     机器学习在数据科学中的应用 (24小时)

3.     深度学习:Tensorflow (24小时)

4.     数据分析及可视化 (24小时)

5.     R数据挖掘 (24小时)

6.     人工智能预测分析 (24小时)

Content cover:

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

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

- 一般课堂会以面授形式进行，但于特别情况下课堂或需以网上模式进行。

- 课程时数为144小时。