What Will You Learn?
Learn the basics of deep learning, and build your own deep neural networks using PyTorch, an open source machine learning library used for applications such as NLP and Computer Vision.
About This Course
Provider: Udacity
Format: Online
Duration: 24 hours to complete [Approx]
Target Audience: Intermediate
Learning Objectives: Upon completion, you will be proficient in the basics of deep learning, equipped with the ability to construct your own deep neural networks using PyTorch.
Course Prerequisites: NA
Assessment and Certification: NA
Instructor: Luis Serrano, Alexis Cook, Soumith Chintala, Cezanne Camacho, Mat Leonard
Key Topics: Deep Learning, PyTorch, Computer Vision, Neural Networks, Natural Language Processing
Topic Covered:
- - Welcome to the course!
- - Introduction to Neural Networks
- - Talking PyTorch with Soumith Chintala
- - Introduction to PyTorch
- - Convolutional Neural Networks
- - Style Transfer
- - Recurrent Neural Networks
- - Sentiment Prediction RNNs
- - Deploying PyTorch Models
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