Diving into Sentiments: Building, Fine-Tuning, and Deploying a COVID-19 Vaccine Tweet Classifier with Hugging Face and User Interface Tools.
INTRODUCTION Greetings once again! Today, I am thrilled to share with you an exciting project that has surpassed all my expectations– but hey, I say that every time, right? Throughout my time with Azubi, I have worked on various projects, each one seemingly better than the last. However, this particular project stands out as, introduced me to unstructured datasets, deep learning (specifically natural language processing), and the concept of transfer learning through fine-tuning a model. So, what sets this particular project apart, you might wonder? In our initial four projects, we delved into structured datasets and explored fundamental machine learning algorithms. However, what makes this endeavor truly extraordinary is its jump into unstructured datasets, deep learning (specifically, natural language processing), and the intricate realm of transfer learning – fine-tuning a model for specialized training on unique data. In this project, we had the opportunity to utilize the datas