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 | | pre-registration open
AI Engineering: Building AI Applications Fundamentals
Four intensive weeks online. Go from zero to a production-ready AI application: live sessions, hands-on projects, and weekly office hours for unblocking your real code.
4 weeks 9 live sessions 4 office hours 100% online max 20 students
Pre-register for Cohort 3
~4 minutes . Lock in your early bird spot . Vote on the schedule
cohort-3.outline
// 4 weeks. 9 sessions. 1 project.
week 01 Foundations & Structured Data
2 sessions week 02 Embeddings, RAG & Search
2 sessions week 03 Evals, Observability & AI Agents
2 sessions week 04 Advanced Topics & Demo Day
2 sessions > 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.
Fine-Tuning & Production
Learn when and how to fine-tune models, and ship AI applications to production with confidence.
~/majup $ weeks |
Curriculum
1
Week 1: Foundations & Structured Data
Session 1
Foundations of AI Software and Evaluation-Driven Development
Session 2
APIs and Structured Data Extraction
+ 1 office hours session for Q&A and hands-on support
2
Week 2: Embeddings, RAG & Search
Session 3
Embeddings, Vector Databases and Semantic Search
Session 4
Chunking, RAG Pipelines and Hybrid Search
+ 1 office hours session for Q&A and hands-on support
3
Week 3: Evals, Observability & AI Agents
Session 5
AI Evals, Observability and Debugging
Session 6
Building AI Agents and Workflow Orchestration
+ 1 office hours session for Q&A and hands-on support
4
Week 4: Advanced Topics & Demo Day
Session 7
Advanced RAG and Agentic Retrieval
Session 8
Memory, Guardrails and Production LLM Applications
Session 9: Demo Day
Present your final project to the cohort and receive feedback
+ 1 office hours session for Q&A and hands-on support
~/majup $ format |
How It Works
Live Sessions
Two sessions a week. Real examples and real code on screen.
Office Hours
One drop-in session a week. Bring the blockers from your project, leave with answers.
Hands-on Project
Build one real AI application across the four 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 June 2026
We set the exact start date and class time after pre-registrations close. Pre-register to vote on the slot that works for you.
Live Sessions
Mondays & Thursdays
1.5 hours per session . time slot TBD
Office Hours
Wednesdays
1 hour per session . time slot TBD
Pre-register & Vote on the Schedule
Vote in the pre-registration form. The final time slot follows the majority.
~/majup $ pricing | | early bird active
Pricing
Cohort 3 starts in June 2026. Pre-register now to lock in the early bird price and vote on the schedule. We open payments once the start date is set.
Early Bird . First 10
tier.01
$300
USD per person
~30% off . first 10 to confirm enrollment
Full access: 9 live sessions, 4 office hours, all materials and recordings, and the course community.
tier.02
Regular Price
$430
USD per person
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.
Pre-register for Cohort 3
~4 minutes . Lock in your early bird spot . Vote on the schedule
~/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.