Sentiment analysis performed using different Deep Learning models such as LSTM, CNN, FinBERT and DistilBERT, developed with Tensorflow for a University Deep Learning Course. The datasets involved in model training and validation are: FinancialPhraseBank and FinancialPhraseBank + FiQA.