Natural-Language-Processing-Specialization-Coursera

This repository contains the solutions of Deaplearning.ai NLP Specialization in Coursera.

It contains four courses:

1. Natural Language Processing with Classification and Vector

• Week 1️⃣ : Sentiment Analysis with Logestic Regression ☑️
• Week 2️⃣ : Sentiment Analysis with Naive Bayes ☑️
• Week 3️⃣ : Vector Space Model ☑️
• Week 4️⃣ : Machine Translation and Document search ☑️

2. Natural Language Processing with Probabilistic Models

• Week 1️⃣ : Autocorrect ☑️
• Week 2️⃣ : Part of Speech Tagging and Hidden Markov Model ☑️
• Week 3️⃣ : Autocomplete and Language Models ☑️
• Week 4️⃣ : Word Emgedding with Neural Network ☑️

3. Natural Language Processing with Sequence Models

• Week 1️⃣ : Neural Networks for Sentiment Analysis ☑️
• Week 2️⃣ : Recurrent Neural Networks for Language Modeling ☑️
• Week 3️⃣ : LSTMs and Named Entity Recognition ☑️
• Week 4️⃣ : Siamese Networks ☑️

4. Natural Language Processing with Attention Models

• Week 1️⃣ : Neural Machine Translation
• Week 2️⃣ : Text Summarization
• Week 3️⃣ : Question Answering
• Week 4️⃣ : Chatbot