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IS53024B-Artificial-Intelligence

Course taught at Goldsmiths College, University of London, built on François Chollet's notebooks for Deep Learning With Python, 2nd Edition and Tim Blackwell's course.

See setup for installation instructions.

Recommended resources

Tensorflow Playground

Grant Sanderson / 3Blue1Brown, Neural Networks

Alexander Amini and Ava Amini, MIT Introduction to Deep Learning 6.S191 (site)

OpenAI Microscope

Chris Bishop, Artificial Intelligence, the History and Future


Technical References

TensorFlow documentation

Stanford CS231 Python, Numpy and colab guide

LearnPython.org

Complete Python 3 documentation and tutorials

Numpy

Matplotlib

Jupyter notebooks

Markdown

Colaboratory


For (quite a few) more resources, see here.

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