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A Hands-on Introduction to Deep Learning

Apr 27, 2019 · Calgary, Canada

This will be a hands-on session, so bring your laptop, covering the first 3 chapters of my last book. Please do not buy the book as I will provide the first three chapters to attendees for free.

This session will cover the basics of the multi-layer perceptron, backpropagation, activation functions, tensors and loading/feeding tensors into networks, building auto-encoders, convolutional neural networks, recurrent neural networks and GANs. The final project will be the development of a simple GAN.

Attendance for this session is limited to 20 and all those attending will be expected to bring a laptop with Python 3.6 installed and a preferred development environment. Anaconda is a very good choice for Windows users and Visual Studio or Visual Studio Code also work well.

Event organizers
  • Calgary Deep Learning Meetup

    This is a group for those interested in learning more about the general practical technology of deep learning and projects using deep learning. The plan is for the group to meet monthly with general presentation meetings and the occasional hands-on deep learning session or sessions. We would focus on a particular area of deep learning for each session. From vision, chat to deep reinforcement learning, we expect the group to still be quite varied.

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