Natural Language Processing

Natural Language Processing (NLP) is a field of artificial intelligence and computer science that focuses on enabling computers to understand, interpret, and generate human language. NLP algorithms and models are designed to process and analyze large amounts of natural language data, such as text and speech, in order to extract meaningful information and insights.

2 Enrolled No ratings yet Intermediate

 

Natural Language Processing (NLP) is a field of artificial intelligence and computer science that focuses on enabling computers to understand, interpret, and generate human language. NLP algorithms and models are designed to process and analyze large amounts of natural language data, such as text and speech, in order to extract meaningful information and insights.

NLP applications can be used for a variety of purposes, including:

  1. Sentiment analysis: Determining the sentiment of a piece of text, such as a customer review or social media post, and classifying it as positive, negative, or neutral.
  2. Named entity recognition: Identifying and extracting named entities, such as people, organizations, and locations, from a piece of text.
  3. Text classification: Assigning a label or category to a piece of text, such as classifying a news article into a specific topic.
  4. Text summarization: Reducing a large piece of text to its most important information, such as summarizing a long article into a short summary.
  5. Question answering: Generating an answer to a natural language question, such as answering a question about a specific topic.
  6. Chatbots and voice assistants: NLP models are used to build conversational agents, such as chatbots and voice assistants, that can interact with users in natural language.

NLP is an interdisciplinary field that involves techniques from computer science, linguistics, and psychology. It continues to evolve as new algorithms and models are developed, and as more data becomes available for training these models. The goal of NLP is to create systems that can understand and process human language in a way that is as natural and intuitive as possible, enabling computers to interact with humans in a more human-like manner.

Show More
Free
Free acess this course

Simran Dubey

3.4Instructor Rating
73
Students
47
Courses
11
Reviews
View Details

Want to receive push notifications for all major on-site activities?