Interactive Word Embeddings using Word2Vec and Plotly

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Interactive Word Embeddings using Word2Vec and Plotly provided by Coursera is a comprehensive online course, which lasts for 2 hours worth of material. Interactive Word Embeddings using Word2Vec and Plotly is taught by Ari Anastassiou. Upon completion of the course, you can receive an e-certificate from Coursera. The course is taught in Englishand is Paid Course. Visit the course page at Coursera for detailed price information.

Overview
  • In this 2 hour long project, you will learn how to preprocess a text dataset comprising recipes. You will learn how to use natural language processing techniques to generate word embeddings for these ingredients, using Word2Vec. These word embeddings can be used for recommendations in an online store based on added items in a basket, or to suggest alternative items as replacements when stock is limited. You will build this recommendation/discovery feature in an interactive and aesthetic visualization tool.

    Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.