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Build Real AI Products, Not Just Prototypes
The End-to-End AI Engineering Bootcamp is an 8-week, cohort-based experience designed to turn technical professionals into full-stack AI engineers who can confidently design, build, and deploy production-grade AI systems.
What You'll Build
You’ll develop your own capstone project—a real-world AI application built sprint by sprint, applying each week's concept to solve a business-relevant use case. By the end, you’ll present it live on Demo Day, with a working repo and deployed app you can showcase to hiring managers, CTOs, or investors.
Technologies You'll Master
- LLM APIs (Gemini, Claude, GPT, etc.)
- Vector databases & RAG
- AI agent libraries (LangChain, LangGraph)
- Docker, FastAPI, Kubernetes, cloud deployment
- Observability, evaluation, and performance testing
How the Bootcamp Works
Each week follows a real engineering sprint: self-paced learning videos, live reviews with Aurimas, and hands-on coding labs to implement features.
What You'll Learn
- Build a real-world AI application from prototype to production over 8 weeks
- Learn from Aurimas Griciunas, a LinkedIn Top Voice in AI and ex-CPO of Neptune.ai
- Master key technologies like LLMs, RAG, AI agents, and cloud deployment
- Learn through live sessions, hands-on labs, and a supportive cohort community
- Present your final project on Demo Day to showcase your skills to employers or investors
Frequently Asked Questions
Q: Who is this course for?
A: This course is designed for Software Engineers & Developers who want to transition into AI Engineering, ML Engineers & Data Scientists who want to scale production-grade agentic systems, and Technical Founders & CTOs who want to make AI a core product capability.
Q: What are the prerequisites?
A: Participants should have intermediate-level Python skills, familiarity with basic machine learning concepts, and ideally some experience with data workflows or modeling.
Q: What is the time commitment?
A: You should expect to dedicate approximately 10-12 hours per week, including live sessions, assignments, and self-study.
Q: Will sessions be recorded?
A: Yes, all live sessions will be recorded and available throughout the duration of the course, allowing you to revisit the material at your convenience.
Q: Is there a final project?
A: Yes, you'll work on a capstone project throughout the bootcamp, applying what you've learned to build and deploy an end-to-end, production-ready AI solution.
Sales Page: https://maven.com/swirl-ai/end-to-end-ai-engineering
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