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The Secret of Neuro-Symbolic AI, Unsupervised Learning, and Natural Language Technologies

In this contributed article, editorial consultant Jelani Harper points out that those who triumph in coupling the connectionist approach of machine learning techniques with the symbolic reasoning underscoring AI’s knowledge base make these technologies much more efficient, affordable, and efficacious for almost any application of processing natural language, especially the previously elusive domain of question answering.

Little Known Artificial Intelligence Secrets: What Unsupervised Learning Really Means

In this contributed article, editorial consultant Jelani Harper takes a look at the chief value proposition of unsupervised learning—for machine learning models to explore and categorize data based on their findings as opposed to stratifications imposed by humans—and how it is immensely useful for everything from general data discovery to targeted use cases like precision medicine.