What Is Machine Learning, and How Does It Work? Here’s a Short Video Primer With the growing ubiquity of machine learning, everyone in business is likely to encounter it and will need some working knowledge about this field. A 2020 Deloitte survey found that 67% of companies are using machine learning, and 97% are using...
From words to meaning: Exploring semantic analysis in NLP Syntax analysis and Semantic analysis can give the same output for simple use cases (eg. parsing). However, for more complex use cases (e.g. Q&A Bot), Semantic analysis gives much better results. It makes the customer feel “listened to” without actually having to hire someone to listen....
Machine Learning, NLP: Text Classification using scikit-learn, python and NLTK by Javed Shaikh It is beneficial for many organizations because it helps in storing, searching, and retrieving content from a substantial unstructured data set. • Deep learning (DL) algorithms use sophisticated neural networks, which mimic the human brain, to extract meaningful information from unstructured data,...