Natural Language Processing: Sentiment Analysis of Customer Reviews using transformers (BERT)

“During the workshop, I will illustrate how pre-trained models can be utilized for sentiment analysis to evaluate customer reviews data. The session will begin with a brief overview of the theory behind working transformers (which is the base of BERT & GPT models), including explanations of concepts such as zero-short training, few short training, and fine-tuning. Following this, I will provide a code walk through for the end-to-end implementation of the BERT classification model for sentiment analysis. The workshop will consist of a 15-20 minute presentation approximately, followed by a detailed code walk through.”