IT & Software
Introduction to Clustering Algorithms
Instructor: Flipped by GAIUS
This comprehensive course takes you on a deep dive into the world of Frugal AI. You'll understand why sustainable AI practices matter, explore the hidden costs of traditional AI systems, and learn the technical foundations that make efficient AI possible. Perfect for developers, data scientists, and tech leaders who want to build responsible AI solutions.
3.9k+ students
5 videos
Self - Paced Accelerated Programmes
3 assessments
Course Benefits
Truly understand what Algorithms Big Data Machine Learning and Data Science is.
To understand how these different domains are distinct and how they collaborate as well.
To really understand where these concepts are used using real life analogies.
To understand the different algorithms and their working.
To learn how these algorithms are applied to solve various problems.
Course Content
6 modules • 5 videos • 3 tests
1
AI Cost Paradox
2
Assessment - I
3
What is Frugal AI
4
Assessment - II
5
The Frugal AI Technical Stack
6
Assessment - III
7
Frugal LLM Part 1
8
Assessment - IV
9
Frugal LLM Part 2
10
Assessment - V
11
Frugal Deployment
12
Assessment - VI
13
Responsible & Sustainable Frugal AI Systems
14
Assessment - VII
What you will learn
Introduction to Clustering
Analysing and Segregating Data using K means
Gaussian Distribution
Hierarchical Agglomerative Clustering
Introduction to Random Variables
Understand Segmentation as Clustering