Ubunex · Pipelines, RAG, vector DBs, MLOps

Data & AI Engineering Academy

Become the engineer who ships AI in production. Master data pipelines, RAG, vector databases, fine-tuning, and the modern MLOps stack used by leading AI companies.

Create your free account

What this academy covers

• Modern data stack (dbt, Snowflake)
• RAG, vector DBs, LangChain
• Fine-tuning & MLOps
• Production AI evaluations
• Foundations
• Build AI
• Tune
• Operate

Why this academy

• Production-grade pipelines. Real data infra patterns — not notebooks that never ship.
• RAG & fine-tuning. From prototype to production retrieval and tuned models.
• MLOps that scales. Experiment tracking, registries, and CI/CD for ML.

The path

1. Foundations. Python, SQL, and modern data tools.
2. Build AI. RAG apps, vector DBs, and LLM frameworks.
3. Tune. Fine-tuning, LoRA, and evaluation.
4. Operate. MLOps, streaming, and AI guardrails.

What you build

• RAG App. A deployed retrieval app over your own data.
• Fine-Tuned LLM. A domain-tuned model with evaluation harness.
• Streaming Pipeline. An event-driven Kafka pipeline you can show employers.

Courses

The live page lists this academy’s published courses, with filters by level, price and length. Browse every course.

Not here yet? Build it.

Type the subject you want inside this academy. A full course is drafted for it, with modules, lessons, outcomes and a price, and you decide whether to enroll. Build my course.

Leave with proof, not a promise.

What you do in this academy goes into your Skill Passport: the credentials you earn, marked verified when they are, the work samples that are approved, and the capabilities you have shown. Make it public and share it at your own link.

• Credentials, marked verified when they are
• Approved work samples, not screenshots
• Capabilities you have shown, in one place

Open your Skill Passport

Membership plans start at $39.99 a month, and Explorer is free. See pricing. See all academies.