Domains of AI Flashcards
Three domains of Ai
NLP DS CV
What happens in Data science
the machine is trained with variosu data and the machine uses these datasets to derive meaning out of the data .It uses MLto analyse and makes predictions.Ml uses supervised learning and regression.
What is Big data
It refers to massive sets of data which is provided to the machine to train from it.This set of data can be analysed by the machine to predict patterns ,trends out of it using various algorithms.
Use of big data can increase the efficiency and improve teh working of the model.
Define data sciecne
it is field which involves a combined study of scientific methods,mathematics, statisticsand programing to develop a system which can extract meaningful insights from data.
Ex of ds
All the sites which take in a lot of data
What does ds use
ML AI to extract meaningful patterns and information to predict future patterns and behaviours.
NLP
this domain deals with the interaction between a machine and humans using the natural language. With the help of this, the machine starts to work by following commands in th eform of txt , or speaking using various algrithms. The basic purpose of NLP is the read , to convert , understand, and make sense of the command given by the human.
Ex of NLP
Smart assistants.
Email filters ,
search texts related words
predictive text
email assistants
What do algorithms in NLP do
They try to read, interpret and understand human languages.
CV
In this domain , the computer /the machine is capable to see , identify and process images and furthur oredict decisions based on it.The cv process makes use of taking visulas , capturing imahes videos as input , uses image processing algorithms to analyse the different components of the image and give spcific information .