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Udemy - Frugal AI

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Udemy - Frugal AI Udemy - Frugal AI
2026-06-03 2.0 GB 8 4 freecoursewb
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Udemy - Frugal AI
Language: English
Description:

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.
Category: Other
Size: 2.0 GB
Added: June 3, 2026, 1:56 p.m.
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Files:
  1. Get Bonus Downloads Here.url 204 bytes
  2. 1. AI Cost Paradox (Description).html 9.4 KB
  3. 1. AI Cost Paradox.mp4 480.2 MB
  4. 1. Assessment 1.html 25.6 KB
  5. 2. Assessment - 2.html 26.4 KB
  6. 2. What Is Frugal AI From Model Obsession to Constraint Driven System Design (Description).html 6.9 KB
  7. 2. What Is Frugal AI From Model Obsession to Constraint Driven System Design.mp4 710.5 MB
  8. 3. Assessment - 3.html 23.6 KB
  9. 3. The frugal AI technical stack (Description).html 22.2 KB
  10. 3. The frugal AI technical stack.mp4 267.6 MB
  11. 4. Assessment -4.html 25.8 KB
  12. 4. Frugal LLM Part 1 (Description).html 7.5 KB
  13. 4. Frugal LLM Part 1.mp4 64.9 MB
  14. 5. Assessment - 5.html 24.0 KB
  15. 5. Frugal LLM Part 2 (Description).html 7.8 KB
  16. 5. Frugal LLM Part 2.mp4 222.9 MB
  17. 6. Assessment - 6.html 24.6 KB
  18. 6. Frugal Deployment (Description).html 9.4 KB
  19. 6. Frugal Deployment.mp4 169.9 MB
  20. 7. Assessment - 7.html 26.2 KB
  21. 7. Responsible & Sustainable Frugal AI Systems (Description).html 10.7 KB
  22. 7. Responsible & Sustainable Frugal AI Systems.mp4 115.8 MB
  23. Bonus Resources.txt 102 bytes

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