AIITE Certificate Program · Track 4 of 5 ← All 5 tracks

LLM Engineering, RAG & Fine-Tuning

Building with LLMs at the engineering level: fine-tuning, vector search, retrieval-augmented generation. Complete every course below and submit a screenshot of each completion.

Course links open each provider’s own site in a new tab. AIITE does not control their content, pricing, or availability. Some providers charge for graded assignments, completion records, or certificates even when the course itself is free to audit.

6Courses in this track
Intermediate–AdvancedSkill level
Certificate earnedAIITE Certificate of Completion in LLM Engineering, RAG & Fine-Tuning
Learning PathAIITE Certified AI Practitioner (given only when all tracks are completed)

Providers in this track

CourseraDeepLearning.AIDeepLearning.AI (Coursera)

There are 6 courses in this track

1. Reinforcement Learning from Human Feedback

DeepLearning.AI

Nikita Namjoshi, Google Cloud

Free~2 hours

2. Fine-Tuning and Optimizing LLMs

Coursera

Fine-tuning, LoRA, adapters, and context engineering

Free~10 hours

3. Vector Databases: From Embeddings to Applications

DeepLearning.AI

Sebastian Witalec, Weaviate

Free~1 hour

4. Retrieval Augmented Generation

DeepLearning.AI (Coursera)

Zain Hasan, DeepLearning.AI

Free~30 hours

5. Building and Evaluating Advanced RAG

DeepLearning.AI

Jerry Liu and Anupam Datta

Free~2 hours

6. LangChain Chat with Your Data

DeepLearning.AI

Harrison Chase, LangChain

Free~1 hour

AIITE independently curates these learning resources and is not affiliated with, sponsored by, or endorsed by the listed providers unless expressly stated. Provider certificates and AIITE credentials are separate awards. AIITE issues certificates in this program after verifying the completion evidence you submit; this is not an independent AIITE examination of competency.