Deep Learning: Advanced NLP and RNNs

Online Course

Udemy
Deep Learning: Advanced NLP and RNNs

What is the course about?

Deep Learning: Advanced NLP and RNNs
The course Deep Learning: Advanced NLP and RNNs is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

Natural Language Processing with Sequence-to-sequence (seq2seq), Attention, CNNs, RNNs, and Memory Networks!

Course description
  • Deep Learning: Advanced NLP and RNNs
  • Build a text classification system (can be used for spam detection, sentiment analysis, and similar problems)
  • Build a neural machine translation system (can also be used for chatbots and question answering)
  • Build a sequence-to-sequence (seq2seq) model
  • Build an attention model
  • Build a memory network (for question answering based on stories)
  • Understand what deep learning is for and how it is used
  • Decent Python coding skills, especially tools for data science (Numpy, Matplotlib)
  • Preferable to have experience with RNNs, LSTMs, and GRUs
  • Preferable to have experience with Keras
  • Preferable to understand word embeddings
  • 8 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • Lazy Programmer Inc.

Prerequisites & Facts

Deep Learning: Advanced NLP and RNNs

Course Topic

Data Science, Deep Learning, Development

University, College, Institution

Udemy

Course Skill Level

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Deep Learning: Advanced NLP and RNNs

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Udemy
Deep Learning: Advanced NLP and RNNs
provided by Udemy

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School: Udemy
Topic: Data Science, Deep Learning, Development