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.阅读更多.
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Natural Language Processing with Classification and Vector Spaces 中涵盖的技术和工具与 数据科学家 招聘广告中的要求最为相似。
Natural Language Processing with Classification and Vector Spaces is a part of 一 structured learning path.
4 Courses
4 Months
Natural Language Processing
