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AI Engineering Onramp

This folder contains the AIE7 Onramp materials — a 6-week live session series originally run as preparation for the AI Engineering Bootcamp (Cohort 7).

We’ve open-sourced these sessions so anyone can use them to build a strong foundation in AI engineering concepts, tools, and practices.


🔗 Quick Access

📰 Session Topic ⏺️ Recording 🖼️ Slides 👨‍💻 Repo
Cursor and Git Recording (NFFr#9z#) Onramp #1 Onramp01_Cursor_and_Git
Prompting and LLMs Recording (Dw#dF49x) Onramp #2 onramp02_Prompting
Python Refresher Recording (F?Fc!8MM) Onramp #3 onramp03_Python_basics
LLM Training & Fine-Tuning Recording (%1t9Rk6*) Onramp #4 onramp04_Fine_tuning
LLM Alignment Recording (sb!60n2u) Onramp #5 onramp05_Alignment
MCP Recording (a7UVd%&u) Onramp #6 onramp06_MCP

📅 Session Schedule (Archived)

This schedule reflects the original weekly sessions that led up to Cohort 7 (Summer 2025).

AI-Assisted Development

  • May 15 – Cursor IDE Setup & Git Basics
  • May 22 – Baselining ChatGPT and Claude's Capabilities
  • May 29 – Python Basics for AI Engineers

ML/DS Foundations

  • June 5 – Training & Fine-Tuning LLMs
  • June 12 – Aligning LLMs

Protocols

  • June 20 – Model Context Protocol (MCP) & Agent2Agent (A2A)

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Contains the full archive of Onramp sessions originally designed for our AI Engineering Bootcamp cohort 7 students.

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