Lecture Notes

You may access all lecture notes on webonline.cankaya.edu.tr.

Prerequisites

• Basic Math skills: Linear algebra, probability
  • Chapters 1-4 of: http://www.deeplearningbook.org
  • Mathematics for Machine Learning:  https://www.youtube.com/playlist?list=PL05umP7R6ij1a6KdEy8PVE9zoCv6SlHRS
• Python coding skills ( PyTorch /Tensorflow/MXNet) 
  • Numpy Tutorial
  • Pandas: https://pandas.pydata.org/pandas-docs/stable/getting_started/10min.html