Page 177 - AI Ver 3.0 class 10_Flipbook
P. 177
UNIT 2
ADVANCED CONCEPTS OF
MODELING IN AI
Learning Outcomes
• Revisiting AI, ML, DL • Common Terminologies used with Data
• Modelling • What is Neural Network?
• How does AI make a Decision?
Computer science has changed how we live, work, and use technology, leading to progress in areas like artificial
intelligence, data science, cybersecurity, and robotics. It helps solve difficult problems using smart programs,
automation, and data analysis. Before learning about modelling, let us first revise some of the basic terminologies
of AI.
Revisiting AI, ML, DL
AI is a broad field that encompasses various technologies, including Machine Learning and Deep Learning.
These technologies are interconnected and can be understood as follows:
It is the ability of machines to simulate
Artificial Intelligence
human intelligence.
It is a subset of Artificial Intelligence that
Machine Learning enables machines to learn from data
and improve their performance without
explicit programming.
It is a subset of Machine Learning that
Deep Learning
uses neural networks to process large
amounts of data and solve complex
problems.
Let us understand AI, ML and DL in detail.
Advanced Concepts of Modeling in AI 175

