Category

Natural Language Processing

NLP is driving the growth of the AI market. This Natural Language Processing course provides a detailed look at the science of applying machine learning algorithms to process large amounts of natural language data. Understand concepts like statistical machine translation, neural models, deep semantic similarity models (DSSM), neural knowledge base...
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$799.00

Deviare

LVC

3796

NLP is driving the growth of the AI market. This Natural Language Processing course provides a detailed look at the science of applying machine learning algorithms to process large amounts of natural language data. Understand concepts like statistical machine translation, neural models, deep semantic similarity models (DSSM), neural knowledge base embedding, deep reinforcement learning techniques, and visual question answering with Python’s Natural Language Toolkit.

 

Key Learning Objectives

  • Learn how to perform text processing and find a pattern
  • Find the most relevant document by applying TF-IDF
  • Write a script for applying parts-of-speech and extraction on focus
  • words
  • Create your own NLP module
  • Classify the cluster for articles
  • Create a basic speech model
  • Convert speech to text



Modules

  • Lesson 1 - Introduction to Natural Language Processing
  • Lesson 2 - Feature Engineering on Text Data
  • Lesson 3 - Natural Language Understanding Techniques
  • Lesson 4 - Natural Language Generation
  • Lesson 5 - Natural Language Processing Libraries
  • Lesson 6 - Natural Language Processing with Machine Learning and Deep Learning
  • Lesson 7 - Speech Recognition Technique

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