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  • Spring 2026 AI Engineering Boot Camp
Start Date
Mar 23, 2026
End Date
Apr 24, 2026
Status
Not Enrolled
OverviewLessonsCredentials

Program Structure

1

Week 1: Prompt Engineering Vectors, RAG, Fine Tuning

2

Week 2: RAG optimizations + Reranking

3

Week 3: Model Context Protocol (MCP) and Tools

4

Week 4: MLOPs

5

Week 5: End-to-End AI Applications

6

Tech Talks

7

Q&A with Zach

8

TA Office hours

9

Career Dev Sessions

10

Book Club

Other Included Cohorts

LinkedIn Mastery Course

11

LinkedIn Masterclass

6 Lessons•6h 6m
Lessons
Your story matters and how to tell it by Stephanie Nuesi
76m
Build community, not content by Zach Wilson
47m
Monetizing Part 2: Sponsorship by Carly Taylor
63m
Monetizing Part 1: Brands & Coaching by Stephanie Nuesi
63m
How to write non-boring content by Carly Taylor
43m
Monetizing Part 3: Products & Funnels by Zach Wilson
72m

FullStackExpert.io All-access Subscription

11

Fullstack Bootcamp Orientation

Lessons
Full Stack Bootcamp Orientation
31m
12

Web Dev Fundamentals

7 Lessons•5h 4m
Lessons
Introduction to IDEs
16m
Structure of a Program
17m
Intro to HTML & CSS
54m
HTML & CSS LAB
99m
Intro to Javascript
26m
Advanced JavaScript Concepts
60m
Javascript lab part 2
29m
13

Intermediate Frontend Development

2 Lessons•3h 44m
Lessons
Introduction to ReactJS
124m
Advanced ReactJS and Tailwind
100m
14

Fundamentals of Backend Development

2 Lessons•4h 2m
Lessons
Introduction to databases and relational SQL
114m
Data Modeling and intro to backend
127m
15

Intermediate Backend Development

2 Lessons•4h 2m
Lessons
Intro to NodeJS & Express and event driven programming
132m
Connecting the database to the service
109m
16

Advanced Backend Development

5 Lessons•4h 41m
Lessons
Authentication and Advanced techniques
63m
Lab 1
46m
Event driven microservices
68m
Monitoring, scaling, experimenting
53m
week-5-Lab 2
48m
17

Advanced Frontend Development

5 Lessons•4h 48m
Lessons
Nextjs Introduction
47m
Week 6 lab part 1
62m
Advanced NextJS Features
66m
Week 6 lab part 2
57m
Docker Vercel and Optimization
54m

AI Engineering Boot Camp Starting on July 7th, 2025

11

Prompt Engineering

5 Lessons•3h 52m
1 Assignment
Lessons
Day 1 Lecture: Prompt Engineering Theory
55m
Day 1 Lab: Auto Prompt Optimization with dspy
59m
Day 2 Lecture: Optimizing Dev Workflows with Cursor and Windsurf
39m
Day 2 Lab: Vibe Coding Full Stack application in 45 minutes
77m
Supplemental Session on Auto-prompt Optimization
Assignments
Prompt Engineering Assignment
12

Understanding RAG

4 Lessons•3h 53m
1 Assignment
Lessons
Day 1 Lecture: RAG Fundamentals and types of RAG
44m
Day 1 Lab: Vectorizing Inputs into Milvus
80m
Day 2 Lecture: RAG Tradeoffs
35m
Day 2 Lab: Integrating RAG into your full stack app
73m
Assignments
Understanding RAG Basics Assignment
13

Advanced RAG and Agentic AI

4 Lessons•2h 56m
1 Assignment
Lessons
Day 1 Lecture: Graph RAG vs Vector RAG
38m
Day 1 Lab: Building Graph RAG in production
54m
Day 2 Lecture: Types of Agents (reflection, plan-and-execute, rewoo)
30m
Day 2 Lab: Enhancing RAG with Agentic AI
52m
Assignments
Building a Graph RAG assignment
14

MLOps

5 Lessons•2h 31m
1 Assignment
Lessons
Day 1 Lecture: Trusting your workflows (evaluation metrics and guardrails)
27m
Day 1 Lab: Setting up CI/CD for an AI application
48m
Day 2 Lecture: Understanding LLM Reasoning traceability
34m
Day 2 Lab: Tracing LLM reasoning with LangChain + LangSmith
42m
Supplemental lab session on GuardrailsAI
Assignments
Creating Evaluation Criteria assignment
15

Building end-to-end AI Application

4 Lessons•3h 20m
3 Assignments
Lessons
Day 1 Lecture: Leveraging MCP and tools to integrate effectively
31m
Day 1 Lab: Using MCP to build more powerful agents
65m
Day 2 Lecture: How to link your AI agent to value
37m
Day 2 Lab: Building an asynchronous vs synchronous agent
67m
Assignments
Submit your Capstone Project
Submit your Capstone Project Proposal
Submit your Capstone Project (Copy)
16

Tech Talks July 2025

5 Lessons•2h 54m
Lessons
Tech Talk - Li
57m
Tech Talk - Conor
61m
Tech Talk - Vikram
56m
Tech Talk - Ryan
Tech Talk - Chip
17

Career Dev Sessions

3 Lessons•1h 20m
Lessons
Career Dev Session 2
37m
Test Lesson
Career Dev Session 4
43m
18

Book Club

4 Lessons•1h 56m
Lessons
Book Club 1
61m
Book Club 2
54m
Book Club 3
Book Club 4

AI Engineering Boot Camp starting October 20th, 2025

11

Week 0: Application Setup

Lessons
AI Application Setup
21m
12

Week 1: Prompt Engineering + Basic RAG

4 Lessons•3h 29m
1 Assignment
Lessons
Prompt Engineering Day 1 Lecture
41m
Prompt Engineering Day1 Lab
61m
Prompt Engineering + Basic RAG Day 2 Lecture
45m
Prompt Engineering + Basic RAG Day 2 Lab
61m
Assignments
Prompt Engineering
13

Week 2: RAG optimizations + Reranking

4 Lessons•3h 45m
1 Assignment
Lessons
RAG optimisation + Reranking Day 1 Lecture
48m
RAG optimisation + Reranking Day 1 Lab
65m
RAG optimisation + Reranking Day 2 Lecture
33m
RAG optimisation + Reranking Day 2 Lab
78m
Assignments
Metadata Filtering Assignment
14

Week 3: MCP and Agentic AI

4 Lessons•3h 21m
1 Assignment
Lessons
MCP and Agentic AI Day 1 Lecture
29m
MCP and Agentic AI Day 1 Lab
73m
MCP and Agentic AI Day 2 Lecture
42m
MCP and Agentic AI Day 2 Lab
55m
Assignments
Capstone Architecture Feedback
15

Week 4: MLOPs and Guardrails

4 Lessons•3h 20m
1 Assignment
Lessons
MLOPs and Guardrails Day 1 Lecture
35m
MLOPs and Guardrails Day 1 Lab
61m
MLOPs and Guardrails Day 2 Lecture
26m
MLOPs and Guardrails Day 2 Lab
76m
Assignments
Guardrails and evaluation criteria
16

Week 5: End-to-End AI Applications

4 Lessons•3h 20m
1 Assignment
Lessons
End-to-End AI Applications Day 1 Lecture
36m
End-to-End AI Applications Day 1 Lab
64m
End-to-End AI Applications Day 2 Lecture
50m
End-to-End AI Applications Day 2 Lab
49m
Assignments
Submit your Captsone
17

Tech Talks

5 Lessons•4h 43m
Lessons
Tech Talk with Xinran Waibel
60m
Tech Talk - 2
46m
Tech Talk with Ryan
59m
Tech Talk with Carly
59m
Tech Talk with Li
57m
18

Q&A with Zach

5 Lessons•4h 30m
Lessons
Q&A with Zach Week 1
59m
Q&A with Zach Week 2
53m
Q&A with Zach Week 3
53m
Q&A with Zach Week 4
55m
Q&A with Zach Week 5
49m
19

TA Office hours

9 Lessons•2h 48m
Lessons
TA Office Hour
63m
TA Office Hour 1
46m
TA Office Hour 2
57m
TA Office Hour 3
TA Office Hour 4
TA Office Hour 5
TA Office Hour 6
TA Office Hour 7
TA Office Hour 8
20

Career Dev Sessions

5 Lessons•1h 22m
Lessons
Career Dev Session 1 - Win with soft skills!
35m
Career Dev Session 2 - LinkedIn like a Pro!
46m
Career Dev Session 3
Career Dev Session 4
Career Dev Session 5
21

Book Club

5 Lessons•2h 9m
Lessons
Book Club 1
20m
Book Club 2
19m
Book Club 3
40m
Book Club 4
48m
Book Club 5