SDS 554: @JonKrohnLearns's Deep Learning Courses

Tutorials Overview

Jon Krohn offers an extensive range of deep learning video tutorials, accessible on multiple platforms. His YouTube channel features a comprehensive playlist with 8 hours of free content, including a 45-minute introduction to deep learning and specialized tutorials on natural language processing and machine vision. For those seeking a more in-depth experience, Jon's curriculum on the O'Reilly learning platform spans 17 hours, covering advanced topics like generative adversarial networks and deep reinforcement learning 1 2.

All of the code for these videos is available freely open source in GitHub.

--- Jon Krohn

Additionally, his book "Deep Learning Illustrated" complements the video content, offering a cohesive learning experience 2.

   

Platform Access

Jon's deep learning resources are designed to be widely accessible, with many available for free on YouTube. His tutorials are also hosted on the O'Reilly learning platform, which provides a structured learning path through three video series: "Deep Learning with Tensorflow, Keras, and PyTorch," "Deep Learning for Natural Language Processing," and "Machine Vision, Generative Adversarial Networks, and Deep Reinforcement Learning" 1.

I'm also working with O'Reilly now to obtain a 30 day free trial for super data science listeners.

--- Jon Krohn

These resources are ideal for both beginners and those looking to specialize in specific deep learning applications, with trial options available for new users 1.