So, you’ve got some text mining experience under your belt? We’re here to take you to the next level! Now that you’ve applied text classification techniques to solve well-known challenges such as sentiment analysis and topic classification, it’s time to dive into unsupervised models. Using these advanced techniques, we may discover new topics in a dataset, or identify different types of customers by analyzing email interactions.
This course will teach you how to apply unsupervised learning techniques to extract information from unlabeled text data. You will learn how to perform document clustering and topic modeling, and visualize and interpret your results. You will also learn about word vectors and apply some state-of-the-art text mining algorithms based on neural networks. At the end of this training, you should have a full arsenal of techniques to approach any text mining problem.