Certainly! Deep learning is a subset of machine learning that utilizes neural networks with many layers (hence the term "deep") to analyze and learn from large amounts of data. Here are some blogs that provide details and descriptions about deep learning:
Towards Data Science: This blog on Medium covers a wide range of topics related to data science, including deep learning. It features tutorials, case studies, and discussions about various deep learning techniques, architectures, and applications.
Distill: Distill is a unique platform that focuses on clear and concise explanations of machine learning concepts, including deep learning. It often features interactive visualizations and in-depth articles written by experts in the field.
The Gradient: This blog covers research in artificial intelligence and machine learning, including deep learning. It offers detailed explanations of cutting-edge research papers, interviews with researchers, and insights into the latest developments in the field.
Deep Learning Weekly: This blog provides a curated selection of articles, tutorials, and resources related to deep learning. It covers topics such as neural networks, natural language processing, computer vision, and reinforcement learning.
Machine Learning Mastery: Although not exclusively focused on deep learning, this blog by Jason Brownlee covers a wide range of machine learning topics, including deep learning. It offers tutorials, tips, and practical advice for both beginners and advanced practitioners.
OpenAI Blog: OpenAI often publishes blog posts discussing their research in artificial intelligence, including deep learning. These posts provide insights into the latest advancements in the field and their implications for society.
Google AI Blog: Google's AI blog features posts about the company's research in artificial intelligence, including deep learning. It covers topics such as TensorFlow, Google Brain projects, and applications of deep learning in various Google products.
These blogs offer a wealth of information for anyone interested in learning more about deep learning, from beginners to seasoned practitioners. Whether you're looking for tutorials, research papers, or practical insights, these resources can help you stay updated on the latest developments in the field.