Upskilling
Resources for professionals looking to add AI and coding skills.
When Your Company Blocks Claude Cowork
Your company blocked Claude Cowork or gave you API-only access. What still works, what quietly disappears, and how to pick a path IT will approve.
Teach Me to Think in the AI Way
A student stopped me mid-lesson: do not build it for me, teach me to think in the AI way. It reframed how I teach, and what is actually worth learning.
5 Marketing Tasks You Can Automate with Claude
Five real marketing tasks you can hand to Claude this week, from the weekly ads audit to win-loss analysis, with the exact prompts my client teams use.
Should Product Managers Learn to Code (or Python)?
Should product managers learn to code, and is Python worth it? A straight answer by situation: read-literacy, SQL, Python, and what each one buys you.
6 Ways Claude Cowork Streamlines Your Workweek
Six real jobs I hand Claude Cowork every week, from the file pile to the report you dread, with the exact setup and schedule that makes each one stick.
Online Coding Mentor: What They Do and Who Needs One
An online coding mentor is different from a course or a bootcamp. Here's what one actually does, when it's worth it, and how our 1-on-1 program works.
Machine Learning Without a PhD: An Honest Take for Pros
Machine learning without a PhD is the norm, not the exception. What you actually need (scikit-learn, stats, evaluation) and what you can skip in 2026.
Learn Python Without a CS Degree: The Honest Take
You can learn Python without a CS degree. Most working Python developers don't have one. Here's what actually matters, from 200+ students taught.
Claude Code for Non-Developers: I Built 100 Course Slides
Claude Code for non developers: how I built 100 course slides with zero design skill, the honest token cost, and what kept it from looking like slop.
Python Learning Path for Professionals: The 4-Phase Plan
The four-phase Python learning path I teach working professionals: what to study, in what order, and what you can do by the end of each phase.
Build a Weekly Marketing Report in Python
Turn a messy multi-channel campaign export into a clean weekly summary with pandas. Real marketing data, runnable code, ROAS by channel and a chart.
7 Rules for Using ChatGPT at Work Safely
Seven rules for using ChatGPT at work without leaking data or shipping wrong output. What not to paste, which settings to change, and how to verify.