Tag: Tokenization (7)

• Tokenization and Text Data Preparation with TensorFlow & Keras - Mar 6, 2020.
  
  This article will look at tokenizing and further preparing text data for feeding into a neural network using TensorFlow and Keras preprocessing tools.

  Tags: Data Preprocessing, Keras, NLP, Python, TensorFlow, Text Analytics, Tokenization

• An Introductory Guide to NLP for Data Scientists with 7 Common Techniques - Jan 9, 2020.
  
  Data Scientists work with tons of data, and many times that data includes natural language text. This guide reviews 7 common techniques with code examples to introduce you the essentials of NLP, so you can begin performing analysis and building models from textual data.

  Tags: Data Preparation, NLP, Sentiment Analysis, TF-IDF, Tokenization, Topic Modeling, Word Embeddings

• Your Guide to Natural Language Processing (NLP) - May 23, 2019.
  
  This extensive post covers NLP use cases, basic examples, Tokenization, Stop Words Removal, Stemming, Lemmatization, Topic Modeling, the future of NLP, and more.

  Tags: AI, Data Science, Machine Learning, Natural Language Processing, NLP, Tokenization

• Text Preprocessing in Python: Steps, Tools, and Examples - Nov 6, 2018.
  
  We outline the basic steps of text preprocessing, which are needed for transferring text from human language to machine-readable format for further processing. We will also discuss text preprocessing tools.

  Pages: 1 2

  Tags: Data Preparation, NLP, Python, Text Analysis, Text Mining, Tokenization

• How Machines Understand Our Language: An Introduction to Natural Language Processing - Oct 31, 2018.
  
  The applications of NLP are endless. This is how a machine classifies whether an email is spam or not, if a review is positive or negative, and how a search engine recognizes what type of person you are based on the content of your query to customize the response accordingly.

  Tags: Machine Learning, NLP, NLTK, Python, Tokenization

• A General Approach to Preprocessing Text Data - Dec 1, 2017.
  
  Recently we had a look at a framework for textual data science tasks in their totality. Now we focus on putting together a generalized approach to attacking text data preprocessing, regardless of the specific textual data science task you have in mind.

  Tags: Data Preparation, Data Preprocessing, NLP, Text Analytics, Text Mining, Tokenization

• Introduction to Natural Language Processing, Part 1: Lexical Units - Feb 16, 2017.
  
  This series explores core concepts of natural language processing, starting with an introduction to the field and explaining how to identify lexical units as a part of data preprocessing.

  Tags: Data Preprocessing, Datascience.com, Feature Extraction, Natural Language Processing, NLP, Tokenization