Natural Language Processing

What is NlP ?

Making human communication, including speech and writing, understandable to computers is the subject of NLP, a subfield of artificial intelligence, computer science, and linguistics.


How does it work?

Tokenization

Part-of speech-tagging

Stemming and lemmatization

Stop word removal

NLP Algorithms

Ability to learn on their own

No need to define manual rules

Applications of NlP

Language translation

Sentiment analysis

Text summarization

speech recognition

Natural language understanding

NLP Tools

MonkeyLearn

Google Cloud NLP

IBM Watson

Aylien

MeaningCloud

Challenges

Errors in text or speech

Colloquialisms and slang

Ambiguity

Contextual words and phrases and homonyms

Low-resource languages

image

image

image

Developing a chatbot

Introdction

The use of chatbots is not new. They are simulators that can comprehend human language, process it, and then engage with people again while carrying out particular duties.

Types of chatbots

Rule-Based

AI-Powered

How they work?

image

Chatbots employ artificial intelligence (AI) and machine learning to comprehend human speech or a human conversation and use pre-built solution flows that assist in providing a solution.

Let's develop a Chatbot!

Choose a platforms

Define the Flow

Choose a programming Language

Train your chatbot

Test and Refine