Page 119 - AI_Ver_3.0_class_11
P. 119
Domains of AI
Artificial Intelligence (AI) includes different fields, each focusing on various aspects of mimicking human intelligence
and handling tasks that typically need human intellect. These fields are categorised based on the type of data they
process:
Data
Science
Domains
of AI
Natural
Computer Language
Vision Processing
a. Data Science: Data Science works with numerical, alphabetical, and alphanumeric data inputs. It involves collecting,
analysing, and interpreting large amounts of data to find insights and patterns using statistical methods, machine
learning algorithms, and data visualisation techniques. For example, data science can be used to analyse customer
behaviour in online shopping to improve sales strategies, or to predict stock market trends based on historical data.
#Digital Literacy
Video Session
Watch Data Science in 8 Minutes | Data Science for Beginners | What is Data Science?
Edureka -
https://www.youtube.com/watch?v=KdgQvgE3ji4&t=147s
b. Natural Language Processing (NLP): NLP focuses on processing text and speech inputs, so, computers can
understand, interpret, and generate human language. This includes tasks like language translation, sentiment analysis,
text summarisation, and speech recognition. Real-life examples include chatbots that provide customer support by
understanding and responding to queries, and translation apps like Google Translate, that convert text from one
language to another instantly, or voice assistants to perform daily tasks like turning on alarm, music, lights, etc.
#Digital Literacy
Video Session
Watch Natural Language Processing: Crash Course AI #7 -
https://www.youtube.com/watch?v=oi0JXuL19TA&t=437s
Introduction: Artificial Intelligence for Everyone 117

