Collection of lectures and lab lectures on machine learning and deep learning.

LaTeX source: here.

LaTeX source: here.

LaTeX source: here.

LaTeX source: here.

LaTeX source: here.

LaTeX source: here.

LaTeX source: here.
Practice code: here.

LaTeX source: here.
Practice code: here.

LaTeX source: here.
Practice code: here.

• Logistic Regression
• Naive Bayes
• Q Learning
• Support Vector Machine
• Introduction to TensorFlow
• Linear Regression (TensorFlow)
• Neural Networks (TensorFlow)
• Convolutional Networks (TensorFlow)
• Recurrent Networks (TensorFlow)

• How did you make the thumbnails?

Please see make_thumbs.py. The script assumes that ImageMagick library is already installed in your system.