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← Idea to Income
Semester 2

The Real Product — App to Shippable

You turn the prototype into a real product other people could use: accounts, a real AI feature, and the professional skills that ship it -- package management, Git across GitLab, GitHub and Azure DevOps, CI/CD, and running a server.

Class 1

From prototype to real product

Deciding what the real version is, and is not.

Class 2

User accounts and sign-in

Letting people have their own place in your app.

Class 3

Authentication and keeping it secure

Making sure people are who they say they are.

Class 4

Calling an AI model from Python

Adding real intelligence, safely.

Class 5

Adding a real AI feature

One feature that would not exist without AI.

Class 6

Shaping the AI's output for users

Turning a raw answer into something people trust.

Class 7

Package management

The libraries your project depends on, kept sane.

Class 8

Git basics: commits and history

Saving your work the way real teams do.

Class 9

Branching and merging

Working on a change without breaking what works.

Class 10

Working with GitHub

Putting your code somewhere a team can share it.

Class 11

GitLab and Azure DevOps

The same skills on the other platforms a job uses.

Class 12

CI/CD

Testing and shipping your code automatically.

Class 13

Deploying to a real server

Getting your product onto the internet for real.

Class 14

Server infrastructure and management

Keeping the machine behind your product healthy.

Class 15

Semester 2 review: a shippable product

A real product, live, that a stranger could use.