August 2024
Beginner to intermediate
416 pages
11h 28m
English
Content preview from CompTIA DataX Study Guide
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
Start your free trial
Chapter 11Natural Language Processing
THE COMPTIA DATAX EXAM OBJECTIVES COVERED IN THIS CHAPTER INCLUDE:
- Domain 5: Specialized Applications of Data Science
- 5.2 Explain the use and importance of natural language processing (NLP) concepts.
Natural language processing (NLP) stands at the crossroads of computer science and linguistics, offering a fascinating glimpse into the ways machines can be taught to understand and interact with human language. This chapter delves into the core components that make NLP a transformative technology in today's digital landscape. It begins by exploring text analysis, where NLP techniques are employed for keyword extraction, matching models, sentiment analysis, and topic modeling. Next, we examine language ...