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Machine learning models make various types of predictions beyond just continuous (regression) and discrete (classification). While these two are the most well-known, modern AI applications require more nuanced predictive capabilities. This tech concept explores four additional types: probabilistic, ranking, multi-label, and sequence predictions. For ~20 years now, I’ve been building the future of tech, from…
The majority of data generated today is unstructured, existing in formats such as emails, social media posts, customer reviews, and legal documents. Extracting meaningful insights from this raw text is challenging. This is where Natural Language Processing (NLP) comes in. NLP enables machines to understand, analyze, and structure unstructured text data into a more usable format. Over…
