AI Engineering Boot Camp Starting on July 7th, 2025

Master all the most important technical AI engineering concepts like RAG, Graph RAG, prompt engineering and more!

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AI Engineering Boot Camp Starting on July 7th, 2025

Master all the most important technical AI engineering concepts like RAG, Graph RAG, prompt engineering and more!

Start:Jul 7, 2025

End:Aug 8, 2025

$2700 one time payment

• Lifetime access to content
• Join a referral network
• Join a highly motivated community
• Build a capstone project to land a job
• 5 Guest Speaker Sessions from industry experts

Platform Access Included:

Discord

OpenAI

PrerequisitesCurricula

• One year of Python And SQL Knowledge

• One year of Python And SQL Knowledge

Main Content

Prompt Engineering3.9 hrs

• Day 1 Lecture: Prompt Engineering Theory
• Day 1 Lab: Auto Prompt Optimization with dspy
• Day 2 Lecture: Optimizing Dev Workflows with Cursor and Windsurf
• Day 2 Lab: Vibe Coding Full Stack application in 45 minutes
• Supplemental Session on Auto-prompt Optimization

Understanding RAG3.9 hrs

• Day 1 Lecture: RAG Fundamentals and types of RAG
• Day 1 Lab: Vectorizing Inputs into Milvus
• Day 2 Lecture: RAG Tradeoffs
• Day 2 Lab: Integrating RAG into your full stack app

Advanced RAG and Agentic AI2.9 hrs

• Day 1 Lecture: Graph RAG vs Vector RAG
• Day 1 Lab: Building Graph RAG in production
• Day 2 Lecture: Types of Agents (reflection, plan-and-execute, rewoo)
• Day 2 Lab: Enhancing RAG with Agentic AI

MLOps2.5 hrs

• Day 1 Lecture: Trusting your workflows (evaluation metrics and guardrails)
• Day 1 Lab: Setting up CI/CD for an AI application
• Day 2 Lecture: Understanding LLM Reasoning traceability
• Day 2 Lab: Tracing LLM reasoning with LangChain + LangSmith
• Supplemental lab session on GuardrailsAI

Building end-to-end AI Application3.3 hrs

• Day 1 Lecture: Leveraging MCP and tools to integrate effectively
• Day 1 Lab: Using MCP to build more powerful agents
• Day 2 Lecture: How to link your AI agent to value
• Day 2 Lab: Building an asynchronous vs synchronous agent

Tech Talks July 20252.9 hrs

• Tech Talk - Li
• Tech Talk - Conor
• Tech Talk - Vikram
• Tech Talk - Ryan
• Tech Talk - Chip

Q&A with Zach July 2025

• Q&A with Zach Week 1
• Q&A with Zach Week 2
• Q&A with Zach Week 3
• Q&A with Zach Week 4
• Q&A with Zach Week 5

TA Office hours

• TA Office Hour 1
• TA Office Hour 2
• TA Office Hour 3
• TA Office Hour 4
• TA Office Hour 5
• TA Office Hour 6
• TA Office Hour 7
• TA Office Hour 8

Career Dev Sessions1.3 hrs

• Career Dev Session 2
• Test Lesson
• Career Dev Session 4

Book Club1.9 hrs

• Book Club 1
• Book Club 2
• Book Club 3
• Book Club 4

Included Cohorts

FullStackExpert.io All-access Subscription27 hrs

• Fullstack Bootcamp Orientation
• Boot camp Kickoff
• Web Dev Fundamentals (5.1 hrs)
• Intermediate Frontend Development (3.7 hrs)
• Fundamentals of Backend Development (4 hrs)
• Intermediate Backend Development (4 hrs)
• Advanced Backend Development (4.7 hrs)
• Advanced Frontend Development (4.8 hrs)
• Office Hours
• Q&A with Dan
• Soft Skills

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