Vector Databases in Practice with Chroma, Pinecone, PGVector & Supabase
Overview The Vector Databases in Practice with Chroma, Pinecone, PGVector & Supabase Course is a CPD-accredited, fully online programme designed for learners who want to develop practical skills in modern AI data storage and retrieval technologies. This course introduces how vector databases support intelligent applications by storing and searching complex …
Overview
Overview
The Vector Databases in Practice with Chroma, Pinecone, PGVector & Supabase Course is a CPD-accredited, fully online programme designed for learners who want to develop practical skills in modern AI data storage and retrieval technologies. This course introduces how vector databases support intelligent applications by storing and searching complex data representations efficiently.
Throughout the course, you will explore vector database concepts, embeddings, similarity search, Chroma, Pinecone, PGVector, Supabase vector capabilities, and practical AI retrieval workflows. You will learn how developers use vector databases to build powerful search systems, recommendation engines, and retrieval-augmented AI applications.
This course is ideal for AI developers, software engineers, data professionals, and technology learners interested in generative AI development. With flexible online learning, CPD accreditation, and practical implementation concepts, it helps learners build confidence in designing modern AI-powered data solutions.
Key highlights:
- Understand vector database fundamentals and applications
- Learn Chroma, Pinecone, PGVector and Supabase
- Explore embeddings and similarity search techniques
- Build AI retrieval and search workflows
- Flexible self-paced online learning with lifetime access
- CPD-accredited for advanced AI development
- Apply vector database skills to real projects
Accreditation & Recognition
The Vector Databases in Practice with Chroma, Pinecone, PGVector & Supabase Course is CPD-accredited, supporting learners who want to develop practical artificial intelligence and database management skills. The course provides structured learning focused on modern technologies used in generative AI and intelligent application development.
- 100% online and flexible learning experience
- Designed for AI developers and technology learners
- Includes CPD-accredited certificate upon completion
- Supports progression into AI engineering roles
Assessment & Certification
Your understanding of vector databases and AI retrieval technologies is assessed through an online multiple-choice assessment designed to evaluate your knowledge of embeddings, similarity search, database platforms, and AI application workflows. You will receive instant results after completion and can retake the assessment if required. Upon successful completion, you can order your CPD Accredited certificate as evidence of your advanced AI and database learning achievement.
Who Is This Course For?
- AI developers building retrieval systems
- Software engineers exploring generative AI
- Python developers creating AI applications
- Data professionals working with AI data
- Learners advancing into AI engineering
Career Opportunities & Progression
- AI Engineer (£45,000 – £85,000)
- Generative AI Developer (£50,000 – £100,000)
- Machine Learning Engineer (£45,000 – £80,000)
- Data Engineer (£40,000 – £70,000)
- AI Solutions Architect (£60,000 – £120,000)
Key Skills You’ll Gain
- Understanding vector database architecture
- Working with AI embeddings
- Implementing similarity search systems
- Using Chroma and Pinecone platforms
- Working with PGVector and Supabase
- Building retrieval-augmented AI applications
- Developing modern AI data workflows
Why Study with Royal Open College
Royal Open College is a trusted CPD-accredited training provider committed to helping learners develop practical and career-focused skills. Our online courses combine flexible study options with industry-relevant knowledge, allowing learners to build confidence and progress professionally.
- Expert-designed courses focused on practical skills
- 100% online learning with flexible access
- Affordable training with transparent pricing
- Trusted by learners developing future-ready skills
Enrol today in the Vector Databases in Practice with Chroma, Pinecone, PGVector & Supabase Course to strengthen your AI development knowledge, master modern retrieval technologies, and build valuable skills for the future of intelligent applications.
Curriculum
- 7 Sections
- 7 Lessons
- Lifetime Access
- The Chroma Vector Database Hands-On from Creation to Persistence1
- Common Measures of Vector Similarity from Cosine to Dot Product1
- The Math Behind Vectors, Embeddings and Similarity Metrics1
- The Pinecone Vector Database from Index Creation to LangChain1
- PGVector and Supabase from HNSW Indexing to Production RAG1
- Vector Databases in Production with Index Tuning and Real Cost1
- Picking the Right Vector Database with a 2026 Decision Framework1






