Natural Language Processing 📖🤖💬 Ilia Kopylov High-level concepts Natural Language Processing Named-entity recognition Bag-of-words Stop words Stemming Lemmatisation TF-IDF Word embeddings Recurrent Neural Network Feature (in ML context) Feature Engineering Articles & Tutorials How to solve 90% of NLP problems Text Classification Classifying text with TensorFlow Estimators How to Use Word Embedding Layers for Deep Learning with Keras Working With Text Data (scikit-learn) The Unreasonable Effectiveness of Recurrent Neural Networks Vector Representations of Words Deep Learning NLP and Representations Libraries TensorFlow scikit-learn gensim NLTK TextBlob fastText StarSpace Cloud Services Dialogflow Google Cloud NLP IBM Watson AWS Machine Learning Microsoft Cognitive Services (Language) Awesomeness awesome-nlp NLP-progress Text Embeddings models (TensorFlow Hub) Semantic Experiences (by Google)
