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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 (4)
Exercises and exchanges during questions/answers
Antoine - Physiobotic
Course - Scaling Data Pipelines with Spark NLP
Machine Translated
I did like the exercises.
Office for National Statistics
Course - Natural Language Processing with Python
Los ejemplos y la paciencia del instructor
José Emilio Sánchez García - Universidad Autónoma Indígena de México
Course - Natural Language Processing with TensorFlow
This is one of the best hands-on with exercises programming courses I have ever taken.