chalkline

Public teaching whiteboard

Raspberry Pi tutorial series roadmap

Roadmap for Raspberry Pi tutorials: boot, Flask, GPIO, home server, Docker, vision, and ML. · by zlu

Topics: Raspberry Pi tutorials

Raspberry Pi tutorial series roadmap

Raspberry Pi Tutorials · Roadmap

Follow-along boards: every session has commands you can paste. Start at 00/01, or jump to Home Server (04→05) or Edge AI (06→07).

00

Intro & choosing a Pi

Models, prices, use cases

01

First boot & SSH

Imager → headless login

02

Flask website

venv, templates, visit counter

03

GPIO & I2C

LED blink + sensor bus

04

Pi 5 home server

SSD, static IP, firewall

05

Docker Compose

Portainer + Pi-hole

06

Computer vision

OpenCV motion camera

07

ML inference

TFLite + Flask /predict

Suggested paths

Maker: 00 → 01 → 03 → 06 Web/IoT: 00 → 01 → 02 → 03 → 07 Home lab: 00 → 01 → 04 → 05 Edge AI: 01 → 02 → 06 → 07 (add 05 to containerise) All content is generic — use your own hostname, Wi‑Fi, and passwords.

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Raspberry Pi tutorial series roadmap

Raspberry Pi Tutorials · Roadmap

Follow-along boards: every session has commands you can paste. Start at 00/01, or jump to Home Server (04→05) or Edge AI (06→07).

00

Intro & choosing a Pi

Models, prices, use cases

01

First boot & SSH

Imager → headless login

02

Flask website

venv, templates, visit counter

03

GPIO & I2C

LED blink + sensor bus

04

Pi 5 home server

SSD, static IP, firewall

05

Docker Compose

Portainer + Pi-hole

06

Computer vision

OpenCV motion camera

07

ML inference

TFLite + Flask /predict

Suggested paths

Maker: 00 → 01 → 03 → 06 Web/IoT: 00 → 01 → 02 → 03 → 07 Home lab: 00 → 01 → 04 → 05 Edge AI: 01 → 02 → 06 → 07 (add 05 to containerise) All content is generic — use your own hostname, Wi‑Fi, and passwords.