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, and
c) Write a simple English to French translation algorithm using pre-computed word embeddings and locality-sensitive hashing to relate words via approximate k-nearest neighbor search.Read more.
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The techniques and tools covered in Natural Language Processing with Classification and Vector Spaces are most similar to the requirements found in Data Scientist job advertisements.
Natural Language Processing with Classification and Vector Spaces is a part of one structured learning path.