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Natural language processing (NLP) is an Artificial Intelligence branch that helps computer systems in analysis and synthesis of natural human language.
In recent years, NLP techniques have witnessed rapid growth in quality as well as usability. Today, NLP is a trending topic of researchers. Also, large Tech companies have been researching NLP. They are applying latest deep learning methods to gain detail understanding of the consumers.
Natural language processing helps computer systems to communicate with humans in their own language. For example, NLP makes computers possible to read text content, hear speech data, interpret them, and find out which parts are important.
NLP is important because it helps to sort out ambiguity in language. It also adds important numeric structure to the data for applications used for recognition of speech or analyzing text.
The two main techniques used to complete Natural Language Processing tasks are Syntactic analysis and Semantic analysis.
The syntax can be defined as the positioning of words in a sentence. They give grammatical meaning to the sentence. In NLP, syntactic analysis is used to find out how the natural language aligns with the grammatical rules.
Semantics is the study of meaning in languages. It includes applying computer algorithms to find out the meaning and interpretation of words. It also includes the study of how sentences are structured.
One of the best ways to improve your knowledge is doing projects in NLP. Also, there is a huge demand for people who can program computers to understand human speech. If you wish to improve your NLP skills, you need to get your hands on NLP projects.
Pantech eLearning is a Chennai-based Online Learning Service provider. We are offering projects based on Natural Language Processing. You don’t need to pay any money for these projects. All of them are totally free of cost. You are getting lifetime accessibility when you book the Projects so you can access them any time. Also, we offer online guidance and teaching with top experts to support you with your project.
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NLP can be helpful in lots of tasks. Some of the fields of application are given below.
NLP can recognize and predict diseases based on electronic health records and patient’s own speech.
Analysing Social Media is a great example of NLP use. Brands can track conversations online and also they can understand what customers are saying.
You can filter and classify your emails with NLP. This is by checking text in emails and stopping spam even before they enter your inbox.
Voice assistance systems in electronic devices use NLP to respond to vocals of the users.
NLP is getting appreciations from a lot of industries across the world. Today NLP is a booming technology. Thanks to the large improvements in accessing data and also the increase in computational power. These are allowing practitioners to gain meaningful results in many areas such as healthcare, media, finance and human resources.