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Deep Learning for Natural Language Processing (Alexis Roos & Dr. Wenhao Liu)

219 views · Published 27 September 2018 · 37:43 · Indexed 19 October 2026

Channel: Databricks · 2018 · Science & Technology

Alexis Roos, a director of data science and machine learning at Salesforce, and Dr. Wenhao Liu, a Senior Member of Technical Staff with Salesforce, discuss when interacting with customers, being able to extract relevant communications information in real-time is critical for success. This presentation will illustrate how Salesforce is using Apache Spark and TensorFlow to monitor customer activities in real-time and surface insights. Long Short-Term Memory (LSTM) networks have proven to be an effective technology to achieve state-of-the-art results on a variety of Natural Language Processing (NLP) tasks. It naturally captures the temporal information and the semantic meanings of human language, when coupled with word embedding models.

Learn more here: https://databricks.com/session/deep-learning-for-natural-language-processing-using-apache-spark-tensorflow

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Deep Learning for Natural Language Processing (Alexis Roos & Dr. Wenhao Liu)

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