Course Outline

Getting Started

  • DL4J Examples in a Few Easy Steps
  • Using DL4J In Your Own Projects: Configuring the POM.xml File

Word2Vec

  • Introduction
  • Neural Word Embeddings
  • Amusing Word2vec Results
  • the Code
  • Anatomy of Word2Vec
  • Setup, Load and Train
  • A Code Example
  • Troubleshooting & Tuning Word2Vec
  • Word2vec Use Cases
  • Foreign Languages
  • GloVe (Global Vectors) & Doc2Vec

Requirements

Knowledge of Deep Learning, and one of the following languages:

  • Java
  • Scala

and the following software:

  • Java (developer version) 1.7 or later (Only 64-Bit versions supported)
  • Apache Maven
  • IntelliJ IDEA or Eclipse
  • Git

 

  14 Hours
 

Testimonials (2)

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