生醫資料截取與探勘 EB300972/A 生醫系 (五)567 I213
授課教師: 王經篤 (Jing-Doo Wang) (jdwang@asia.edu.tw, Room:I517, ext:1847)

生醫資料截取與探勘(Biomedical Data Acquisition and Mining)

AWS Academy Learner Lab [111790]
HW(1%): Activate Your Own Academy Program
AWS Academy Data Engineering [112100] )
Project: Biomedical Data Extraction (Viruses)
Pre-Requests:
Python Programming or any other programming languages
database

Score

Project: Biomedical Data Extraction (Viruses)

  • Python Data Science Handbook (2015) Jake VanderPlas
  • Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition(2017) Sebastian Raschka, Vahid Mirjalil
    • Grade
    Attendance (10%) +10 if you attend every week on time, Absent (-1/per week), Late (-0.5/per week)
    Homework : Text Preprocessing : Top 10 CancerTypes in PubMed

    PubMed_Cancer_jdwang2021_9_28.7z
    Project (30%): (presentation (ppt))(report (word(pdf)+YouTube(URL:sharing)) to moodle)

    (2~4 students/per group)(Text Classification :@Pubmed articels classification with "cancer", "virus", "vaccine", "COVID-19" and "genome"
    Project Score