HR / Recruiter

3 courses · ~8 hours

phase 1 — How AI learns patterns

Understand the mechanism behind resume screening and candidate evaluation.

[ ] Understanding Transformers [preview]

When an AI tool screens 500 resumes, it's applying patterns learned from training data. Understanding how this works helps you evaluate bias, fairness, and reliability.

2 sections · 4 lessons

[ ] Attention Mechanisms (3 lessons)
[ ] Embeddings (1 lesson)

[→ start course]

phase 2 — How AI tools take action

Learn how recruiting tools query databases, score candidates, and send emails.

[ ] Understanding Tool Calling

AI recruiting tools query databases, score candidates, and send emails using tool calling. Understanding the mechanism helps you configure these tools and set appropriate guardrails.

4 sections · 10 lessons

[ ] Foundations (2 lessons)
[ ] How Models Decide (2 lessons)
[ ] Advanced Patterns (3 lessons)
[ ] Security and Production (3 lessons)

[→ start course]

phase 3 — Build your own HR tools

Create a browser extension for your daily workflow.

[ ] Build Your First Chrome Extension

Build a browser extension that extracts text from LinkedIn profiles or job postings and transforms it with AI — a practical tool for your daily workflow.

5 sections · 17 lessons

[ ] Understanding Chrome Extensions (3 lessons)
[ ] Your First Extension — Hello World Popup (3 lessons)
[ ] Upgrading Your Extension — Comic Sans Mode (3 lessons)
[ ] Real-World Application — AI-Powered Page Transformer (6 lessons)
[ ] Security and Distribution (2 lessons)

[→ start course]

key terms

Transformer·Attention·Tool Calling·Context Window·Chrome Extension