LLM Foundations & Structured Data Extraction
Understand how LLMs work, master API usage, and extract structured data from documents using validation frameworks.
~/majup $ ai-engineering-course | | enrollment open
AI Engineering: Building AI Applications Fundamentals
Nine weeks online, one live class a week. Go from zero to a production-ready AI application: live sessions, hands-on projects, and weekly office hours for unblocking your real code.
9 weeks 9 live sessions 6 office hours 100% online max 20 students
Enroll for Cohort 3
Secure your early bird spot . First 10 enrollments
cohort-3.outline
// 9 weeks. 9 sessions. 1 project.
week 01 Foundations & Evaluation-Driven Development
1 session week 02 APIs & Structured Data
1 session week 03 Embeddings & Semantic Search
1 session week 04 RAG Pipelines
1 session week 05 Evals & Observability
1 session week 06 AI Agents
1 session week 07 Advanced RAG & Agentic Retrieval
1 session week 08 Production LLM Applications
1 session week 09 Demo Day
demo > max 20 students ● enrolling
corporate.track
Sending your team? We also run private cohorts shaped around your stack and the systems you ship.
~/majup $ curriculum |
What You'll Learn
AI Evals & Observability
Build evaluation pipelines, implement observability and tracing, and debug AI applications in development and production.
RAG & Information Retrieval
Build complete RAG systems with semantic search, vector databases, chunking strategies, and context engineering.
Building AI Agents
Design and implement autonomous AI agents with tool use, planning, and multi-step reasoning capabilities.
Multimodal & Agentic Retrieval
Work with images, documents, and multi-modal data. Build agentic retrieval systems that go beyond basic search.
Production LLM Applications
Add memory and guardrails, then ship AI applications to production with confidence.
~/majup $ weeks |
Curriculum
1
Week 1: Foundations & Evaluation-Driven Development
Foundations of AI Software and Evaluation-Driven Development
2
Week 2: APIs & Structured Data
APIs and Structured Data Extraction
+ 1 office hours session for Q&A and hands-on support
3
Week 3: Embeddings & Semantic Search
Embeddings, Vector Databases and Semantic Search
+ 1 office hours session for Q&A and hands-on support
4
Week 4: RAG Pipelines
Chunking, RAG Pipelines and Hybrid Search
+ 1 office hours session for Q&A and hands-on support
5
Week 5: Evals & Observability
AI Evals, Observability and Debugging
+ 1 office hours session for Q&A and hands-on support
6
Week 6: AI Agents
Building AI Agents and Workflow Orchestration
+ 1 office hours session for Q&A and hands-on support
7
Week 7: Advanced RAG & Agentic Retrieval
Advanced RAG and Agentic Retrieval
+ 1 office hours session for Q&A and hands-on support
8
Week 8: Production LLM Applications
Memory, Guardrails and Production LLM Applications
+ 1 office hours session for Q&A and hands-on support
9
Week 9: Demo Day
Present your final project to the cohort and receive feedback
~/majup $ format |
How It Works
Live Sessions
One session a week, on Tuesdays. Real examples and real code on screen.
Office Hours
A drop-in session most weeks. Bring the blockers from your project, leave with answers.
Hands-on Project
Build one real AI application across the nine weeks.
Small Cohort
Max 20 students, so everyone gets time on their own projects, not just the worked example.
~/majup $ audience
Who Is This For
Software developers who want to integrate AI into their applications
Data scientists transitioning into AI engineering roles
Backend/full-stack engineers building AI-powered products
Technical leads deciding where AI fits in their stack
Prerequisites: Programming experience (ideally Python), familiarity with REST APIs and JSON.
~/majup $ schedule | | june 2026
Schedule
Cohort 3 starts Tuesday, June 23, 2026
Live sessions are on Tuesdays and office hours on Thursdays. Enroll now to secure your spot.
Live Sessions
Tuesdays
4:00–5:30 PM 3:00–4:30 PM 11:00 PM–12:30 AM
1.5 hours per session
Office Hours
Thursdays
4:00–5:00 PM 3:00–4:00 PM 11:00 PM–12:00 AM
1 hour per session
Enroll in Cohort 3
Secure your spot now. Early bird pricing for the first 10.
~/majup $ pricing | | early bird active
Pricing
Cohort 3 starts Tuesday, June 23, 2026. Lock in the early bird price below, only the first 10 enrollments qualify.
Early Bird . First 10
tier.01
$300
USD per person
billed as $ 1.100.000 via Wompi
~30% off . first 10 to confirm enrollment
Full access: 9 live sessions, 6 office hours, all materials and recordings, and the course community.
tier.02
Regular Price
$430
USD per person
billed as $ 1.580.000 via Wompi
Same access as the early bird tier. Standard price applies once the first 10 spots are filled.
Group discount: two or more enrolling together get an extra discount on top of any tier. WhatsApp us with your team size and we'll quote the rate.
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enroll.now
Pay and reserve your spot
Secure checkout via Wompi. Charged in Colombian Pesos (COP). Cards, PSE, Nequi and more.
Please fill in your name, email, phone, and ID number (Cedula/DNI/NIT) before continuing.
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~/majup $ questions | usually replies in 24h
Have Questions?
Not sure this is for you? Tell us about your stack and what you want to build. We'll give you a straight answer.