AI - Natural Language Processing (NLP) with Python

Frontier Education

Course

Online

£ 19 VAT inc.

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Description

  • Type

    Course

  • Level

    Beginner

  • Methodology

    Online

  • Duration

    Flexible

THIS COURSE IS FOR BEGINERS OR INTERMEDIATES, IT IS NOT FOR EXPERTS

This course is focusing on the NLP:

Learn key NLP concepts and intuition training to get you quickly up to speed with all things NLP.

I will give you the information in an optimal way, I will explain in the first video for example what is the concept, and why is it important, what is the problem that led to thinking about this concept and how can I use it (Understand the concept). In the next video, you will go to practice in a real-world project or in a simple problem using python (Practice).

The first thing you will see in the video is the input and the output of the practical section so you can understand everything and you can get a clear picture!

You will have all the resources at the end of this course, the full code, and some other useful links and articles.

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Subjects

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Teachers and trainers (1)

Frontier Education

Frontier Education

Education

Course programme

AI - Natural Language Processing (NLP) with Python

  • Understand every detail and build real stuff in NLP

  • Learn how some plugins use semantic search to generate source code

  • Building your vocabulary for any NLP model

  • Reducing Dimensions of your Vocabulary for Machine Learning Models

  • Feature Engineering and convert text to numerical values for machine learning models

  • Keyword search VS Semantic search

  • Similarity between documents

  • Dealing with WordNet

  • Search engines under the hood

  • Tokenizing text data

  • Converting words to their base forms using stemming

  • Converting words to their base forms using lemmatization

  • Dividing text data into chunks

  • Dealing with corpuses

  • Extracting document term matrix using the Bag of Words model

  • Building a category predictor

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AI - Natural Language Processing (NLP) with Python

£ 19 VAT inc.

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