I recently had the privilege of delivering a two-day Python workshop at PT. Toyota Motor Manufacturing Indonesia (TMMIN) in Karawang. Over two full days, we went from the fundamentals of Python all the way to intermediate territory — and it turned out to be one of the most rewarding training experiences I’ve had.
The Workshop
The goal was straightforward: take a group of participants from zero (or near-zero) Python experience to the point where they could confidently write useful programs on their own.
Day one covered the foundations — syntax, variables, data types, data structures (lists, dictionaries, tuples), control flow, and loops. Rather than slides full of theory, we spent most of the time writing code together, building up from small exercises to working programs.
Day two moved into intermediate ground — functions, error handling, working with files, and processing real data. We closed by connecting everything back to their day-to-day work: how Python can automate repetitive tasks and turn raw data into something actionable.
Why This One Was Special
Teaching at Toyota means teaching people who live and breathe process discipline. The company motto on the wall behind us in the photo — “Good Thinking, Good Product” — is genuinely how the participants approached the material. They asked precise questions, wanted to understand why things work the way they do, and kept pushing the exercises further than I had planned.
That mindset makes a huge difference in a hands-on workshop. Two full days is intense for any group, but the energy stayed high right through the final session — and by the end, participants who had never written a line of code were building and debugging their own scripts.
Takeaways
Every organization I train reinforces the same lesson: technical skills land best when they connect to real work. For manufacturing engineers and staff, Python isn’t an abstract programming exercise — it’s a practical tool for automating reports, cleaning data, and analyzing what’s happening on the ground.
Thank you to the TMMIN team for the invitation, the hospitality in Karawang, and the great questions. This is exactly the kind of training I love delivering — hands-on, practical, and with a group that genuinely wants to learn.
If your organization is interested in a Python, AI, or automation workshop, get in touch.