We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...

This system takes raw movie review text and predicts whether it expresses positive or negative sentiment — with a calibrated confidence score.

Today:Early fog in the far southwest clears quickly. Most areas stay dry with sunshine and variable cloud, though northern and northeastern regions may see isolated showers. Light winds overall, ...

Here is what we cover: → How a computer reads text (spoiler: it sees sets, not sentences) → The Bag of Words model and what set operations reveal about documents → Jaccard Similarity: one formula that ...

This project focused on adapting a pre-trained BERT model for text classification, strengthening my understanding of transfer learning, tokenization, and model optimization. It provided hands-on ...

Kakadu Tourism Intelligence Dashboard is a state-of-the-art AI-powered analytics platform that provides comprehensive sentiment analysis and business intelligence for tourism data. Built specifically ...