Udemy - Foundations of AI Engineering

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2.4 GB
  • Uploaded Byfreecoursewb
  • Downloads73
  • Last checkedMar. 22nd '26
  • Date uploadedMar. 21st '26
  • Seeders 23
  • Leechers23

Infohash : 77DAA717BD3C93CE26A044144B283332F8B8DE95

Foundations of AI Engineering

https://WebToolTip.com

Published 3/2026
Created by PromptForge AI
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 32 Lectures ( 3h 49m ) | Size: 2.36 GB

First steps to power of LLMs and Generative AI through basics of transformer architectures, advanced RAG

What you'll learn
✓ Grasp the Fundamentals of Generative Modeling and Transformer Architectures
✓ Master Prompt Engineering and LLM Interaction
✓ Build Robust Retrieval-Augmented Generation (RAG) Pipelines
✓ Design and Deploy Autonomous AI Agents and Multi-Agent Systems
✓ Code, Pretrain, and Fine-Tune an LLM from Scratch

Requirements
● Absolutely not much! Just need a working laptop.

Files:

[ WebToolTip.com ] Udemy - Foundations of AI Engineering
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1. Introduction.mp4 (69.5 MB)
    2 - The Foundations of AI
    • 1. AI foundation recap (Description).html (0.7 KB)
    • 1. AI foundation recap.html (19.3 KB)
    • 2. Introduction to Generative AI & Foundation Models.mp4 (92.9 MB)
    • 3. Building a Smarter AI.mp4 (76.9 MB)
    • 4. How LLMs Really Work.mp4 (69.9 MB)
    • 5. How an LLM Gets So Smart.mp4 (66.2 MB)
    • 6. LLM Education in 3 Stages.mp4 (72.1 MB)
    3 - Prompting and APIs
    • 10. AI's Library Intro to RAG.mp4 (76.0 MB)
    • 11. LLM Connection API vs. Local.mp4 (60.8 MB)
    • 12. Taming the AI Building Apps.mp4 (73.5 MB)
    • 2. Prompting Recap Quiz (Description).html (0.7 KB)
    • 2. Prompting Recap Quiz.html (19.0 KB)
    • 7. The Art of the Ask.mp4 (61.7 MB)
    • 8. The Prompt Engineer's Toolkit.mp4 (96.2 MB)
    • 9. How AI reads documents.mp4 (52.7 MB)
    4 - Building AI Applications & RAG
    • 13. LangChain Code to Cognition.mp4 (71.3 MB)
    • 14. The AI's Library Mastering RAG.mp4 (82.6 MB)
    • 15. Advanced RAG Optimization.mp4 (79.2 MB)
    • 16. Giving AI a Memory.mp4 (77.5 MB)
    5 - The World of AI Agents
    • 17. AI Agents Thinker to Doer.mp4 (62.7 MB)
    • 18. Lone Wolf to Wolf Pack.mp4 (54.2 MB)
    • 19. Chaos to Control AI Agents.mp4 (78.4 MB)
    • 20. Protecting Agentic Systems.mp4 (84.4 MB)
    • 21. The Automated Architects.mp4 (77.0 MB)
    • 3. AI Agents Recap quiz (Description).html (0.7 KB)
    • 3. AI Agents Recap quiz.html (18.3 KB)
    6 - Under the Hood - Building from Scratch
    • 22. Measuring the Mind.mp4 (60.4 MB)
    • 23. Demystifying the Black Box (Coding an LLM from Scratch - Data Preparation).mp4 (83.3 MB)
    • 24. The Self-attention Mechanism.mp4 (88.4 MB)
    • 25. Inside the Transformer Block.mp4 (92.6 MB)
    • 26. Pretraining on Unlabeled Data and Decoding Strategies.mp4 (102.1 MB)
    • 27. Fine-tuning for Classification.mp4 (66.2 MB)
    • 28. Instruction Fine-Tuning and Cross-Entropy Masking.mp4 (67.1 MB)
    • 29. Preference Alignment (RLHF & DPO).mp4 (68.7 MB)
    • 30. Assembling the GPT Architecture.mp4 (83.5 MB)
    • 31. Tuning an AI Engine Optimization & Distillation.mp4 (85.2 MB)
    • 32. Fine-Tuning for Specific Tasks.mp4 (80.1 MB)
    • 4. Building the LLM Recap Quiz (Description).html (0.7 KB)
    • 4. Building the LLM Recap Quiz.html (19.8 KB)
    • Bonus Resources.txt (0.1 KB)

Code:

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