VU Hands on Machine Learning

Contents:

  • Kick-off session
  • Session 2 : Setup & Python basics
  • Session 3 : Python basics recap, loops, functions
  • Session 4 : Reading and analysing .csv data sets
  • Session 5: Pretty Plotting Pandas
  • Session 6: Perceptrons in Python Practice
  • Session 7: Getting into linear regression
  • Session 8: Linear regression continued
  • Session 9: Excursion
  • Session 10: Neural networks and course/project reflections
  • References
  • Notes on grading
VU Hands on Machine Learning
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