Archives for unsupervised learning algorithm
Self-supervised learning is gathering steam, slowly but surely. A relatively new technique, self-supervised learning is nothing but training unlabeled data without human supervision. Yann LeCun described it best: Reinforcement learning is like a cherry on a cake, supervised learning is the icing on the cake, and self-supervised learning is the cake. In self-supervised or unsupervised…
The post 10 Self-Supervised Learning Frameworks & Libraries To Use In 2021 appeared first on Analytics India Magazine.
It is relatively easy for humans to learn a language. With years of practice subconsciously, we pick up nuances and stack up to the sophistication with the help of localised cultural cues. We have this complex mechanism where we meticulously derive deep meanings with the help of very few words. For machines, which operate on…
The post Beginner’s Guide To Latent Dirichlet Allocation appeared first on Analytics India Magazine.
Unsupervised learning has emerged as the most effective technique for discovering patterns in data. It is also being used to develop labels on top of the supervised models. This is one of the most widely used techniques for market or customer segmentation wherein the company’s data can be segregated into clusters and used to identify…
The post Is K-Means Clustering Really The Best Unsupervised Learning Algorithm? appeared first on Analytics India Magazine.