Deep Learning Specialization by Andrew Ng on Coursera:
A series of courses on deep learning by Andrew Ng, covering topics such as neural networks, deep learning frameworks, sequence models, and structuring machine learning projects.
Deep Learning Specialization
Fast.ai - Practical Deep Learning for Coders:
Fast.ai offers practical deep learning courses designed for coders. The courses focus on hands-on applications of deep learning, including image classification, natural language processing, and computer vision.
Fast.ai
TensorFlow Documentation:
The official documentation for TensorFlow, a popular open-source deep learning framework developed by Google. It includes guides, tutorials, and API references for building and training deep neural networks.
TensorFlow Documentation
PyTorch Documentation:
The official documentation for PyTorch, an open-source deep learning library. It provides comprehensive guides, tutorials, and documentation for developing and training deep neural networks.
PyTorch Documentation
Stanford University - CS231n: Convolutional Neural Networks for Visual Recognition:
The course covers convolutional neural networks (CNNs) and their applications in computer vision. It includes lectures, slides, and assignments.
CS231n: Convolutional Neural Networks
Stanford University - CS224n: Natural Language Processing with Deep Learning:
This course focuses on natural language processing (NLP) using deep learning techniques. It covers topics such as word embeddings, recurrent neural networks (RNNs), and attention mechanisms.
CS224n: Natural Language Processing with Deep Learning
OpenAI - Spinning Up in Deep Learning:
A resource by OpenAI providing educational materials and practical advice to help individuals get started with deep learning. It includes code examples and tutorials.
Spinning Up in Deep Learning
MIT Deep Learning for Self-Driving Cars:
A course by MIT that explores deep learning applications in the context of self-driving cars. It covers perception, planning, and control using deep neural networks.
MIT Deep Learning for Self-Driving Cars
Kaggle - Deep Learning Courses:
Kaggle offers various deep learning courses and competitions. The courses cover topics such as computer vision, natural language processing, and generative adversarial networks (GANs).
Kaggle Deep Learning Courses
ArXiv.org - Deep Learning Section:
ArXiv.org is a repository of preprints in various fields, including deep learning. The deep learning section contains research papers on the latest advancements and discoveries in the field.
ArXiv.org - Deep Learning Section
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