Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
Collection of lectures and lab lectures on machine learning and deep learning.
LaTeX source: here.
Practice (1) slides.
Practice (2) slides and code (TensorFlow).
LaTeX source: here.
Practice slides and code (TensorFlow).
LaTeX source: here.
Practice slides and code (TensorFlow).
LaTeX source: here.
Practice slides and code (TensorFlow).
LaTeX source: here.
Practice slides and code (TensorFlow).
LaTeX source: here.
LaTeX source: here.
Practice code: here.
LaTeX source: here.
Practice code: here.
LaTeX source: here.
Practice code: here.
LaTeX source: here.
Practice code: here.
LaTeX source: here.
Practice code: here.
LaTeX source: here.
Practice code: here.
Please see make_thumbs.py
. The script assumes that ImageMagick library is already installed in your system.