10 Deep Learning Terms Explained in Simple English

 By datasciencecentral - 2020-12-27

Description

  Deep Learning is a new area of Machine Learning research that has been gaining significant media interest owing to the role it is playing in artificial intel…

Summary

  • Deep Learning is a new area of Machine Learning research that has been gaining significant media interest owing to the role it is playing in artificial intelligence applications like image recognition, self-driving cars and most recently the AlphaGo vs. Lee Sedol matches.
  • The first step is to teach the neural network what the correct, or ideal, output should have been for that input.
  • Where you would have different layers in a regular neural network, you apply the same layer to the input at each timestep in an RNN, using the output, i.e.
  • the state of the previous timestep as input.
  • Word Embedding Similar to the way a painting might be a representation of a person, a word embedding is a representation of a word, using real-valued numbers.

 

Topics

  1. Machine_Learning (0.64)
  2. NLP (0.21)
  3. Backend (0.1)

Similar Articles

New deep learning models: Fewer neurons, more intelligence

By techxplore - 2020-10-14

Artificial intelligence has arrived in our everyday lives—from search engines to self-driving cars. This has to do with the enormous computing power that has become available in recent years. But new ...

Tiny Machine Learning: The Next AI Revolution

By Medium - 2020-10-03

This is the first in a series of articles on tiny machine learning. The goal of this article is to introduce the reader to the idea of tiny machine learning and its future potential. In-depth…