• Python3 Intro

• Python Cookbook
• Automate The Boring Stuff With Python

• Manage-Environments

• Numpy intro

• Statistics

• OpenCV

• Deep Learning Intro

• Stochastic Gradient Descent

This is very important. You can use GPU machine to experiment Deep learning algorithm. Which is not possible if you use CPU machine.

• Get started with Google Colaboratory
  • https://www.youtube.com/watch?v=inN8seMm7UI
• Google Colaboratory Notebook Tutorial with GPU (Very Easy)
  • https://www.youtube.com/watch?v=f1UK8KPt-KU
• A Simpe Neural network with Tensorflow-Keras using Colaboratory
  • https://www.youtube.com/watch?v=6_upGYUtjdU
• http://colab.research.google.com/

• https://sh.howtocode.com.bd/

• Numpy and Image processing

  - https://note.nkmk.me/en/python-numpy-image-processing/
  

• Basic Machine learning [ Bangla Tutorials]

  • https://ml.howtocode.com.bd/

• Basic Deep learning [ Bangla Tutorials ]

  • https://dl.howtocode.com.bd/

• Machine Learing Crash Course by Google

  • https://developers.google.com/machine-learning/crash-course/

• Hand books on Deep learning

  • Deep_Learning_with_Python_by_Chollet
  • Deep_Learning_by_Ian_Goodfellow