NLP onboardingDuy Anh Nguyen·Follow1 min read·Mar 31, 2020--ListenShareFundamental KnowledgeNLP Fundamentals — A Primer(P1)Natural Language Processing (NLP) is a field at the intersection of computer science, artificial intelligence, and…medium.comNLP Fundamentals — Text Classifier(P2)“Organizing is what you do before you do something, so that when you do it, it is not all mixed up”medium.comNLP Fundamentals — Text Classifier(P3)In this section we discussed feature engineering techniques using neural networks, such as word-embeddings…medium.comNLP Fundamentals — Embedding Words(P4)Representing discrete types (e.g., words) as dense vectors is at the core of deep learning’s successes in NLP. The…medium.comNLP Fundamentals — Sequence Modeling (P5)A sequence is an ordered collection of items. Traditional machine learning assumes data points to be independently and…medium.comNLP Fundamentals — Sequence Modeling (P6)Sequence prediction tasks require us to label each item of a sequence. Such tasks are common in natural language…medium.comNLP Fundamentals — Sequence Modeling (P7)Sequence-to-sequence (S2S) models are a special case of a general family of models called encoder–decoder models. An…medium.comPracticalGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.comGoogle ColaboratoryEdit descriptioncolab.research.google.com
