Deep Learning, Naturallanguageprocessing, Embedding, Word2vec, Fasttext.
scalability and generalization issues. On the other hand, deep learning extracts information from data and representations at several levels without any handcrafted features. So, the model can be generalised by fine-tuning at the ground level. This is the most important advantage of deep learning.