Learn how machine learning models are built, tested and put to work, from classic prediction to language models and Ghanaian language tools. This is an advanced track to take after the Data Analyst track: you will need Python, school level maths you are willing to extend, and a laptop.
7 sections, 26 topics, about 10 hours of study. Free to follow.
Start here
1Before you startabout 25 min
About 10 hours for the whole roadmap. Sign in to save your progress.
Work through the sections in order. Select a topic to see what it covers. Times are estimates for the lesson, practice task and quiz.
End of the roadmap
Section 1 of 7 · Foundation
2 topics· about 1 hour
Section 2 of 7 · Foundation
3 topics· about 2 hours
Section 3 of 7 · Junior
2 topics· about 1 hour
Section 4 of 7 · Junior
4 topics· about 2 hours
Section 5 of 7 · Mid level
3 topics· about 2 hours
Section 6 of 7 · Mid level
3 topics· about 2 hours
Section 7 of 7 · Specialist
2 topics· about 1 hour
Job titles from AI and Machine Learning adverts in Ghana that we read when planning this roadmap. Titles only: pay and requirements vary by employer.
The groundwork before your first role.
Sections 1, 2
This level prepares you for the roles in the next one.
Skills for a first role, internship or national service post.
Sections 3, 4
Skills you grow into once you are working.
Sections 5, 6
A focus you can build a career around.
Section 7
Roadmaps that lead here, if you want a gentler start.
Sign in to save your progress as you learn.
Start here
1Before you startabout 25 min
About 10 hours for the whole roadmap. Sign in to save your progress.