RAG & Enterprise AI Applications
Build AI systems that securely use company documents and knowledge bases.
Course overview
Build AI systems that securely use company documents and knowledge bases.
Four focused modules combine core concepts, guided practice and an applied project. Progress through the material at your own pace and put each new skill to work.
What you’ll learn
- Embeddings
- Retrieval-Augmented Generation
- Enterprise knowledge bases
- Production architecture
4 learning modules + practical assessment
Commercial course outline. Detailed lessons will be provided through the learning platform.
01Module 1 · Foundations & toolsModule 1
Lessons · Practical exercise / lab · Module assessment
- Embeddings
02Module 2 · Applied workflowsModule 2
Lessons · Practical exercise / lab · Module assessment
- Vector databases
- Retrieval-Augmented Generation
03Module 3 · Integration & reliabilityModule 3
Lessons · Practical exercise / lab · Module assessment
- Document ingestion
- Enterprise knowledge bases
04Module 4 · Project & assessmentModule 4
Lessons · Practical exercise / lab · Module assessment
- Evaluation
- Production architecture
Final project · Final assessment · Certificate of completion
Who this course is for
- Professionals building practical technology skills.
- Developers, analysts and IT professionals.
Prerequisites
Basic programming or relevant IT experience. Review the outline to choose the right starting point.
Learning format
Structured online learning, with room for your schedule.
Focused lessons and explanations
Learning resources and guided exercises
Knowledge checks along the way
Practical projects and applied assessment
Skills you’ll gain
- Embeddings
- Vector databases
- Retrieval-Augmented Generation
- Document ingestion
- Enterprise knowledge bases
- Evaluation
- Production architecture
Practical projects & labs
Bring the four modules together in an applied challenge.
Practical project
Apply the course tools to a practical scenario, document your decisions and present a final project.
Certificate of completion
Complete the course requirements and assessment to receive a SmartPolytech certificate of completion that records the skills you have developed.
Frequently asked questions
Do I need previous experience?
Basic programming or relevant IT experience. Review the outline to choose the right starting point.
How long does a course take?
The indicative duration is shown above. Study online at your own pace; your schedule and prior experience will affect completion time.
Will I receive a certificate?
Learners who complete the required course activities and assessment can receive a SmartPolytech certificate of completion.
Can I study while working?
Yes. The learning experience is designed to be online and flexible so you can progress around your schedule.