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Machine Learning Solutions
book

Machine Learning Solutions

by Jalaj Thanaki
April 2018
Beginner to intermediate content levelBeginner to intermediate
566 pages
12h 17m
English
Packt Publishing
Content preview from Machine Learning Solutions

How to optimize the existing approach

There are certain techniques that can help us improve this application. The key techniques that can help us improvise the baseline approach are as follows:

  • We can use word embedding-based techniques such as Word2Vec, glove, and so on
  • We should also implement Convolution Neural Networks (CNN ) to get an idea about how a deep learning algorithm can help us

So in the revised approach, we will be focusing on word embedding techniques and the Deep Learning algorithm. We will be using Keras with the TensorFlow backend. Before implementation, let's understand the revised approach in detail.

Understanding key concepts for optimizing the approach

In this section, we will understand the revised approach in detail, so we ...

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Publisher Resources

ISBN: 9781788390040Supplemental Content