Udemy - Frugal AI

Frugal AI

https://WebToolTip.com

Published 5/2026
Created by Arjuna Sathiaseelan
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 7 Lectures ( 3h 52m ) | Size: 2 GB

Build Cost-Effective, Sustainable, and High-Performance AI Systems while Reducing Infrastructure Costs by up to 60%.

What you'll learn
⚡ Master the core principles of Frugal Innovation to build high-performance AI systems with significantly lower infrastructure costs.
⚡ Identify and mitigate the "AI Cost Paradox" by understanding the environmental and economic impacts of traditional AI models.
⚡ Business Case for FrImplement efficient Technical Stacks and deployment strategies specifically designed for Frugal Large Language Models (LLMs).ugal AI
⚡ Getting Started WorkshopDevelop sustainable and responsible AI solutions that maintain high quality while achieving up to 60% reduction in operating costs.

Requirements
❗ Basic Understanding of AI/ML: A foundational grasp of what Artificial Intelligence and Machine Learning are will help you follow the technical stack discussions.
❗ Familiarity with Data Concepts: Comfort with how data is used to train models is beneficial, though deep mathematical expertise is not required.
❗ Interest in Sustainability: A desire to learn about cost-effective and environmentally conscious engineering practices in the tech industry.
❗ No Specialist Tools Required: All you need is a computer with an internet connection; no expensive hardware or paid software licenses are necessary to begin.
❗ Professional Curiosity: Ideally suited for developers, data scientists, or tech leads looking to optimize their current AI infrastructure.