0157: Natural Language Processing with Classification and Vector Spaces

In Course 1 of the Natural Language Processing Specialization, you will:

a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes

b) Use vector space models to discover relationships between words and use PCA to reduce the dimensionality of the vector space and visualize those relationships

c) Write a simple English-to-French translation algorithm using pre-computed word embeddings and locality-sensitive hashing to relate words via an approximate k-nearest neighbour search. By the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, created tools to translate languages and summarize text, and even built a chatbot!

Course Curriculum

This is an external course - Click 'Learn More' to explore the curriculum.