Experiences in developing students for coding, data science, AI

event: PyCon APAC Edu summit speaker: Chen Weiqiang, Eunoia JC

Machine Learning Circle at Eunoia

Google classroom for the notes

• datacamp, more hands on activities
• coursera
• qwiklabs

Workshop on machine learning

• numpy, matplotlib
  • for loop to generate terms of a GP
  • scatter plot
  • plotting a straight line
  • plotting a sigmoid curve
• classification
  • logistic regression

Applications to datasets and community projects

• Kaggle
  • Iris dataset
  • Boston housing dataset
• Community projects
  • car plate recognition
  • SG sign language recognition
  • chatbot for college reception