IT & Software
Introduction to Statistics and Probability
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.
4.8k+ students
6 videos
Self - Paced Accelerated Programmes
3 assessments
Course Benefits
Understand the fundamentals of statistics
Calculate the measures of central tendency asymmetry and variability
Calculate correlation and covariance
Distinguish and work with different types of distributions
Understand the mechanics of regression analysis"
Course Content
6 modules • 6 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 Statistics and Probability
Introduction to Random Variables
Probability Density Functions and Cumulative Density Functions
Exposition to Mean | Median| Range
Exposition to Quartiles | Variance and Standard Deviation