Syllabus

Date Content Self-study HW
2019-09-20 Introduction and Projects Datasets Python --
2019-09-27 Hadoop & HDFS & MapReduce (by TSMC) Hadoop HW1
2019-10-04 Spark Programming & Statistical Analysis (by TSMC) Spark HW2
2019-10-18 Time Series Analysis & The Application on SAS (by SAS) SAS HW3
2019-10-25 Final Project Audition 1 Python --
2019-11-01 Final Project Audition 2 Python HW4
2019-11-08 從設計思考看問題定義規劃 (by Prof.Chia-Han YANG) Keras / Tensorflow HW5
2019-11-15 Final Project Proposal Keras / Tensorflow --
2019-11-22 Introduction to Neural Networks and Pytorch (By Prof.Chih-Chieh Hung) Keras / Tensorflow HW6
2019-11-29 Final Project Discussion MongoDB HW7
2019-12-06 A Talk from GITECH MongoDB --
2019-12-13 Final Project Discussion Other useful tools and techniques --
2019-12-20 Final Project Discussion Other useful tools and techniques --
2019-12-27 大數據與使用者經驗設計 Workshop (By CAMEO) -- --
2020-01-03 Final Project Presentation -- --