Introduction to Deep Learning Using PyTorch by Alfredo Canziani, Goku Mohandas
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 1.5 Hours | 1.81 GB
Genre: eLearning | Language: English
What is this video about, and why is it important?
This video will serve as an introduction to PyTorch, a dynamic, deep learning framework in Python. In this video, you will learn to create simple neural networks, which are the backbone of artificial intelligence. We will start with fundamental concepts of deep learning (including feed forward networks, back-propagation, loss functions, etc.) and then dive into using PyTorch tensors to easily create our networks. Finally, we will CUDA render our code in order to be GPU-compatible for even faster model training.
Deep Learning for Natural Language Processing: Applications of Deep Neural Networks to Machine Learning Tasks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5.5 Hours | 8.59 GB
By Jon Krohn | Genre: eLearning | Language: English
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