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NLP Demystified 2: Text Tokenization
NLP Demystified 12: Capturing Word Meaning with Embeddings
NLP Demystified 15: Transformers From Scratch + Pre-training and Transfer Learning With BERT/GPT
NLP Demystified 9: Automatically Finding Topics in Documents with Latent Dirichlet Allocation
NLP Demystified 4: Advanced Preprocessing (part-of-speech tagging, entity tagging, parsing)
NLP Demystified 14: Machine Translation With Sequence-to-Sequence and Attention