Generative AI Architectures with LLM, Prompt, RAG, Vector DB — Save 93% With This Udemy Coupon

Design and Integrate AI-Powered S/LLMs into Enterprise Apps using Prompt Engineering, RAG, Fine-Tuning and Vector DBs

⭐ 4.5 out of 5(32,565 students enrolled)Created by Mehmet OzkayaLast updated: 🌐 English

Key Facts at a Glance

Every data point below comes straight from Udemy and was last checked by CoursesWyn on .

•Course: Generative AI Architectures with LLM, Prompt, RAG, Vector DB
•Platform: Udemy (coupon tracked by CoursesWyn)
•Instructor: Mehmet Ozkaya
•Coupon Last Checked: July 22, 2026
•Level: All levels
•Category: Development
•Topic: Generative AI (GenAI)
•Length: 7h 30m of on-demand video
•Language: English
•Access: Lifetime access, certificate included
•Top Outcomes: Generative AI Model Architectures (Types of Generative AI Models) · Transformer Architecture: Attention is All you Need · Large Language Models (LLMs) Architectures
•Prerequisites: Basics of Software Developments
•Price: $10.99 with coupon (list $159.99 — you keep $149.00, 93% off).
•Coupon: Hit CLAIM COUPON — the code applies at checkout
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What You Will Learn

Practical takeaways waiting inside this Development course:

✓Generative AI Model Architectures (Types of Generative AI Models).
✓Transformer Architecture: Attention is All you Need.
✓Large Language Models (LLMs) Architectures.
✓Text Generation, Summarization, Q&A, Classification, Sentiment Analysis, Embedding Semantic Search.
✓Generate Text with ChatGPT: Understand Capabilities and Limitations of LLMs (Hands-on).
✓Function Calling and Structured Outputs in Large Language Models (LLMs).
✓LLM Providers: OpenAI, Meta AI, Anthropic, Hugging Face, Microsoft, Google and Mistral AI.
✓LLM Models: OpenAI ChatGPT, Meta Llama, Anthropic Claude, Google Gemini, Mistral Mixral, xAI Grok.
✓SLM Models: OpenAI ChatGPT 4o mini, Meta Llama 3.2 mini, Google Gemma, Microsoft Phi 3.5.
✓How to Choose LLM Models: Quality, Speed, Price, Latency and Context Window.
✓Interacting Different LLMs with Chat UI: ChatGPT, LLama, Mixtral, Phi3.
✓Installing and Running Llama and Gemma Models Using Ollama.
✓Modernizing Enterprise Apps with AI-Powered LLM Capabilities.
✓Designing the 'EShop Support App' with AI-Powered LLM Capabilities.
✓Advanced Prompting Techniques: Zero-shot, One-shot, Few-shot, COT.
✓Design Advanced Prompts for Ticket Detail Page in EShop Support App w/ Q&A Chat and RAG.
✓The RAG Architecture: Ingestion with Embeddings and Vector Search.
✓E2E Workflow of a Retrieval-Augmented Generation (RAG) - The RAG Workflow.
✓End-to-End RAG Example for EShop Customer Support using OpenAI Playground.
✓Fine-Tuning Methods: Full, Parameter-Efficient Fine-Tuning (PEFT), LoRA, Transfer.
✓End-to-End Fine-Tuning a LLM for EShop Customer Support using OpenAI Playground.
✓Choosing the Right Optimization – Prompt Engineering, RAG, and Fine-Tuning.
✓Vector Database and Semantic Search with RAG.
✓Explore Vector Embedding Models: OpenAI - text-embedding-3-small, Ollama - all-minilm.
✓Explore Vector Databases: Pinecone, Chroma, Weaviate, Qdrant, Milvus, PgVector, Redis.
✓Using LLMs and VectorDBs as Cloud-Native Backing Services in Microservices Architecture.
✓Design EShop Support with LLMs, Vector Databases and Semantic Search.
✓Design EShop Support with Azure Cloud AI Services: Azure OpenAI, Azure AI Search.
✓Develop .NET to integrate LLM models and performs Classification, Summarization, Data extraction, Anomaly detection, Translation and Sentiment Analysis use case.
✓Develop RAG – Retrieval-Augmented Generation with .NET, implement the full RAG flow with real examples using .NET and Qdrant.

Requirements & Prerequisites

Useful background before you start — you can still enroll without it, but expect a steeper climb:

•Basics of Software Developments

About This Udemy Course

The full official description published on Udemy by Mehmet Ozkaya — syllabus, teaching style and scope for this Development course:

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Is This Generative AI Architectures with LLM, Prompt, RAG, Vector DB Coupon Worth Claiming?

Checked by Andrew Derek, Coupon Analyst at CoursesWynUpdated Jul 22, 2026

Short answer: yes — as long as these Development skills match what you want to learn. Generative AI Architectures with LLM, Prompt, RAG, Vector DB lists at $159.99 on Udemy. This page's coupon cuts it to $10.99 — $149.00 kept (93% off). Across 7h 30m of video that is about $1.47 per hour of content.

Discounts only matter if the material holds up. Here the syllabus targets usable outcomes — generative AI Model Architectures (Types of Generative AI Models), transformer Architecture: Attention is All you Need, large Language Models (LLMs) Architectures. 32,565 learners have already enrolled at a 4.5-star average.

Entry bar is low (Basics of Software Developments) — approachable even if Development is new to you. Plan for around 7h 30m of video at your own pace. Taught in English.

✓ Upsides

  • ✓ Verified 93% price cut.
  • ✓ Learners rate it 4.5/5.
  • ✓ 32,565 students enrolled.
  • ✓ Certificate + lifetime access.

! Trade-offs

  • ! Codes expire — then it's back to $159.99.
  • ! Access lives on Udemy's platform and policies.
  • ! Exercises add real time beyond 7h 30m of video.
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Andrew Derek
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"About $1.47 per video hour — Generative AI Architectures with LLM, Prompt, RAG, Vector DB is fairly priced for its depth, starting with generative AI Model Architectures (Types of Generative AI Models). If Development is on your list, the 4.5-star record backs it — claim it while live."

✓
Final Call: Worth Claiming
Keeps $149.00 in your pocket vs list price
First coupon? Our redemption walkthrough covers applying codes step by step.Last checked July 22, 2026. At $10.99 you save $149.00 vs $159.99 — codes are time-limited, so earlier is safer.

Rating Breakdown

4.5 out of 5 from 32,565 verified learner reviews on Udemy. Estimated split per star below.

4.5
32,565 Verified Ratings
5 stars
75%
4 stars
15%
3 stars
6%
2 stars
2%
1 star
2%

* Split estimated from the aggregate score. Source: Udemy. Checked July 22, 2026.

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Meet the Instructor

The creator behind this course on Udemy: Mehmet Ozkaya.

Mehmet Ozkaya
Mehmet Ozkaya
Udemy Instructor
Full Profile ↗
Teaches
Development
Learners Here
32,565+ enrolled
Course Rating
4.5 / 5.0
Course Length
7h 30m
Teaching Style
Hands-on, example-driven lessons around real Development workflows — watch, build alongside, then test yourself with quizzes.

Coupon FAQs

Quick answers on this coupon's validity, pricing and enrollment — generated from Udemy data checked July 22, 2026.

Reviewed By

Andrew Derek
Andrew Derek
Coupon Analyst, CoursesWyn

Andrew tracks Udemy price swings daily and only lists codes that survive verification — so the discount you see here is one he'd claim himself.

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