OtherFree self-paced courses with labs; 80-minute certification exam·Self-paced courses free with an account; Certified Developer exam $100

SingleStore Training and Certification

3.7

Good free training on a database that is technically interesting, especially if you want vector search next to your operational data. Schema design and sharding get proper treatment, which is where people go wrong with distributed SQL. The $100 exam is fairly priced. The credential itself carries little weight in hiring, so do it for the skills.

What We Liked

Self-paced courses are free with a SingleStore account and include hands-on labs
Schema design, shard keys and query optimisation are taught in real depth
Pipelines content covers ingesting from Kafka and S3, which is how the product is actually used
$100 Certified Developer exam, clear exam guides published as PDFs
Useful background for anyone weighing one-engine versus separate vector database architectures

What Could Be Better

Almost nothing on vector search and AI workloads in the core courses, despite the marketing
Certification carries little weight in hiring outside SingleStore customers
Nothing on when a specialised store (Postgres, ClickHouse, a vector DB) would suit you better
Search interest in SingleStore is down about 17 percent year on year

Detailed review

SingleStore, formerly MemSQL, is a distributed SQL database that handles transactional and analytical workloads in one engine, and in recent years it has pushed hard on vector search, pitching itself as a place to keep embeddings next to operational data instead of running a separate vector database. That pitch is why it belongs on an AI course review site. Whether one engine or several is the right architecture for a RAG system is a genuine design question, and understanding how SingleStore works helps you answer it. The training is free. Sign up for an account and you get self-paced courses on schema design, data ingestion, query optimisation and administration, with videos, hands-on labs and knowledge checks.

The schema design material is the highlight. Picking shard keys, choosing between rowstore and columnstore, and understanding reference tables is where people new to distributed SQL make their expensive mistakes, and SingleStore explains it clearly. The pipelines material, which covers ingesting from Kafka and S3, reflects how the product is actually used. Certification comes in two flavours, Certified Developer and Certified Helios DBA. The developer exam costs $100, runs online with a proctor, has 50 questions across architecture, design, ingest and development, and gives you 80 minutes.

The exam guides are published as PDFs, which I appreciate. At $100 it is fairly priced, but I have rarely seen it asked for in job ads, so it is proof for your current employer more than a door-opener. My main disappointment is that the vector and AI side barely appears in the core training. The marketing puts AI front and centre, and the learning path is still mostly about the database SingleStore has been for years. If you want to learn hybrid search or how to build RAG on SingleStore, you will be reading docs, blog posts and notebooks rather than following a course. The other gap is the standard vendor one.

Nothing here helps you decide when SingleStore is the wrong tool, whether that means Postgres with pgvector, ClickHouse for analytics, or a dedicated vector store. For a product whose whole pitch is consolidation, a frank look at the trade-offs would have made the training much more credible. My take: well made free training with good schema design content. Do it if SingleStore is on your shortlist, and fill the AI gap yourself.

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The verdict.

Worth doing if you are evaluating or running SingleStore, particularly for the schema design material. Skip the exam unless your employer wants proof.