Natural Language Processing (NLP) refers to the ability of machines to understand and manipulate human language as it is spoken or written. NLP tasks range from simple tasks like text classification and sentiment analysis to more complex tasks such as machine translation, question answering, and language generation. Deep learning, particularly models like Recurrent Neural Networks (RNNs), Transformers, and their variants, has revolutionized the field by enabling more accurate and nuanced language understanding.