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Quicklinks - AI Engineering

Quicklinks are to help you easily navigate individual session information for AI Engineering!

📰 Session Sheet	⏺️ Recording	🖼️ Slides	👨‍💻 Repo	📝 Homework	📁 Feedback
Vibe Check!	Recording!	Session 1 Slides	01_Vibe_Check	Session 1 Assignment: Vibe Check	Feedback 1/13
Dense Vector Retrieval	Recording! passcode: `%N6ZHDEz`	Session 2 Slides	02_Dense_Vector_Retrieval	Session 2 Assignment: Pythonic RAG	Feedback 1/15
The Agent Loop	Recording! passcode: `zD6.J*fM`	Session 3 Slides	03_The_Agent_Loop	Session 3 Assignment: Agentic Loop	Feedback 1/20
Vibe Check!	Recording! passcode: `02y.=1pO`	Session 4 Slides	04_Agentic_RAG_From_Scratch	Session 4 Assignment: Agentic RAG	Feedback 1/22
Multi-Agent Applications	Recording! passcode: `Ka!v5.@#`	Session 5 Slides	05_Multi_Agent_with_LangGraph	Session 5 Assignment: Multi Agents	Feedback 1/27
Agent Memory	Recording! passcode: `rX1?b?03`	Session 6 Slides	06_Agent_Memory	Session 6 Assignment: Memory	Feedback 1/29
Deep Agents	Recording! passcode: `iBt9a&Mi`	Session 7 Slides	07_Deep_Agents	Session 7 Assignment: Deep Agents Project Ideation	Feedback 2/3
Deep Research	Recording! passcode: `N6Z!wYZK`	Session 8 Slides	08_Open_DeepResearch	Session 8 Assignment: Deep Research	Feedback 2/5
SDG	Recording! passcode: `WBa$6T#y`	Session 9 Slides	09_Synthetic_Data_Generation_and_LangSmith	Session 9 Assignment: SDG	Feedback 2/10
Agentic RAG Evaluation	Recording! passcode: `3jsJKD=o`	Session 10 Slides	10_Evaluating_RAG_With_Ragas	Session 10 Assignment: RAGAS	Feedback 2/12
Advanced Retrievers	Recording! passcode: `?aLJ0gG^`	Session 11 Slides	11_Advanced_Retrieval	Session 11 Assignment: Adv. Retrievers	Feedback 2/17
Industry Use Cases	Recording! passcode: `G9?vCPR!`	Session 12 Slides	12_Industry_Use_Cases	Certification Challenge	Feedback 2/19
Full Stack Agent Apps	Recording! passcode: `TP0Qahq*`	Session 13 Slides	n/a	Certification Challenge	Feedback 2/24
MCP Connectors	Recording! passcode: `2W$Rrs5=`	Session 14 Slides	14_MCP_Connectors	Session 14 Assignment: MCP Connectors	Feedback 2/26
Agent Servers	Recording! passcode: `Dc@&pv1T`	Session 15 Slides	15_LangGraph_Deployments	Session 15 Assignment: Agent Servers	Feedback 3/3
LLM Servers	Recording! passcode: `D80X^YjL`	Session 16 Slides	16_LLM_Servers	(Optional) Session 16 Assignment: LLM Servers Demo Day Submission (3/12)	Feedback 3/5
MCP Servers & A2A	Recording! passcode: `fJ9tx4h.`	Session 17 Slides	17_MCP_A2A	(Optional) Session 17 Assignment: MCP Servers & A2A	Feedback 3/10
Guardrails & Caching	Recording! passcode: `50WjTu%Z`	Session 18 Slides	18_Production_RAG_and_Guardrails	(Optional) Session 18 Assignment: Guardrails & Caching	Feedback 3/12

Initial Setup

Onramp Sessions

A 4-week live session series designed to help prepare for the AI Engineering Bootcamp.

📰 Session Topic	⏺️ Recording	🖼️ Slides	👨‍💻 Repo
AI Assisted Development	Recording! (f1#j7Nr^)	Slides	Repo
Backend Development & Deployment	Recording! (=7Ld3A2L)	Slides	Repo
Connecting Frontend	Recording! (Ys&0R.s3)	Slides	Repo
Complex End to End	Recording! (y^X2R#Qx)	Slides	Repo