Best deep learning blogs for 2022

Deep learning, a new area of ​​machine learning research, is often combined with it. But with advanced research taking place especially in the areas of Deep Learning, it is important for all AI enthusiasts to understand and maintain the objective of moving Machine Learning closer to one of its core goals: Artificial Intelligence.

Here are the top five blogs handpicked by Analytics India Magazine for you that will keep CXOs as well as data enthusiasts abreast of all the new developments in the sector:

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1. Open AI: OpenAI is a non-profit artificial intelligence research company that aims to promote and develop safe and friendly AI. Big names like Sam Altman, Elon Musk and other notable investors came to fund this non-profit organization. The OpenAI blog is followed religiously by deep learning and AI enthusiasts all over the world. It regularly posts about its research on advanced AI-powered technologies such as natural language processing, image processing and speech processing.

2. Adit Deshpande's blog: Adit Deshpande is an undergraduate in Computer Science from UCLA. The main focus of his writing is Machine Learning and Deep Learning. His posts are focused on beginners looking to start learning about neural networks. "To my mind, machine learning and computer science really have the power to make gradual preventive changes rather than reactive healthcare," says Deshpande.

3. inFERENCe: This is a blog by Dr. Ferenc Husjar, PhD, from Cambridge, with Twitter Cortex. He writes about probabilistic inference, generative models, unsupervised learning, and applying deep learning to these problems. That niche also provides posts on the above topics, such as instance noise and gradient regulation, among many others.

4. Notey.com: This technology website has a great blog section dedicated exclusively to Deep Learning. The section is updated regularly and covers various points of interest for the bachelors, as well as publishes insightful news stories for avid readers. Its latest post about the deep learning algorithm-cum-new horror novelist genre is hilarious. Developed by researchers at MIT, Shelley AI takes inspiration from original works and human Twitter contributions to spin the scariest words into short spooky prose.

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5. BAIR Blog: The BAIR Blog usually publishes one post per week about the various ongoing research at BAIR in the fields of Deep Learning, Artificial Intelligence and Machine Learning. It has been established by the Berkeley AI Research (BAIR) group of the University of California, Berkeley. It aims to communicate research findings, perspective and updates on AI research conducted in the BAIR group. The editing team of the BAIR Blog includes students, post-docs and faculty from the BAIR Group. For example, his latest blog post talks about Imitation Learning (IL), also known as Learning from Demonstration (LfD), where a robot uses an algorithm or a demonstration of a policy made by a human observer. One learns control policy by analyzing. "For example, to teach a robot to make a bed, a human would teleoperate to the robot to perform tasks to provide examples. The robot then learns a control policy, mapping from images/states to those actions. which we hope will generalize to states that were not encountered during training," the blog states.