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NLP with Attention Models		NLP with Attention Models
NLP with Classification and Vector Spaces		NLP with Classification and Vector Spaces
NLP with Probabilistic Models		NLP with Probabilistic Models
NLP with Sequence Models		NLP with Sequence Models
README.md		README.md
certificate.png		certificate.png

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Natural Language Processing Specialization

Course 1: Classification and Vector Spaces in NLP

Week 1: Logistic Regression for Sentiment Analysis of Tweets [Link]
Week 2: Naive Bayes for Sentiment Analysis of Tweets [Link]
Week 3: Vector Space Models [Link]
Week 4: Word Embeddings and Locality Sensitive Hashing for Machine Translation [Link]

Course 2: Probabilistic Models in NLP

Week 1: Auto-correct using Minimum Edit Distance [Link]
Week 2: Part-of-Speech (POS) Tagging [Link]
Week 3: N-gram Language Models [Link]
Week 4: Word2Vec and Stochastic Gradient Descent [Link]

Course 3: Sequence Models in NLP

Week 1: Sentiment Analysis with Neural Nets [Link]
Week 2: Language Generation Models [Link]
Week 3: Named Entity Recognition (NER) [Link]
Week 4: Siamese Networks [Link]

Course 4: Attention Models in NLP

Week 1: Neural Machine Translation with Attention [Link]
Week 2: Text Summarization with Transformer Models [Link]
Week 3: Question-Answering with Transformer Models [Link]
Week 4: Chatbots with a Reformer Model [Link]

Certificate