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40 Algorithms Every Programmer Should Know

You're reading from  40 Algorithms Every Programmer Should Know

Product type Book
Published in Jun 2020
Publisher Packt
ISBN-13 9781789801217
Pages 382 pages
Edition 1st Edition
Languages
Author (1):
Imran Ahmad Imran Ahmad
Profile icon Imran Ahmad
Toc

Table of Contents (19) Chapters close

Preface 1. Section 1: Fundamentals and Core Algorithms
2. Overview of Algorithms 3. Data Structures Used in Algorithms 4. Sorting and Searching Algorithms 5. Designing Algorithms 6. Graph Algorithms 7. Section 2: Machine Learning Algorithms
8. Unsupervised Machine Learning Algorithms 9. Traditional Supervised Learning Algorithms 10. Neural Network Algorithms 11. Algorithms for Natural Language Processing 12. Recommendation Engines 13. Section 3: Advanced Topics
14. Data Algorithms 15. Cryptography 16. Large-Scale Algorithms 17. Practical Considerations 18. Other Books You May Enjoy

Introducing NLP

NLP is used to investigate methodologies to formalize and formulate the interactions between computers and human (natural) languages. NLP is a comprehensive subject, and involves using computer linguistics algorithms and human–computer interaction technologies and methodologies to process complex unstructured data. NLP can be used for a variety of cases, including the following:

  • Topic identification: To discover topics in a text repository and classify the documents in the repository according to the discovered topics

  • Sentiment analysis: To classify the text according to the positive or negative sentiments that it contains

  • Machine translation: To translate the text from one spoken human language to another

  • Text to speech: To convert spoken words into text 

  • Subjective interpretation: To intelligently interpret a question and answer...

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