Machine LearningBeginner
AI & Machine Learning Foundations
About this course
This course covers linear algebra, calculus, probability, and statistics as they apply to ML — then builds models from scratch before using frameworks.
Available formats
- Self-Paced
- Learn on your own schedule with full video access.
- Batch Mentorship
- Small-group sessions (5–10 students) with direct instructor access, peer review, and a fixed weekly slot.
- Cohort
- Structured group learning on a fixed schedule with the whole cohort.
What Batch Mentorship means for you
Groups of 5–10 students — small enough that Nonso knows your code, your blockers, and your progress.
Peer review baked in. You'll review others' work and have yours reviewed — one of the fastest ways to improve.
Choose your slot at enrolment. Your day, every week, for the duration of the batch.
Monthly or full-payment options. Access pauses on missed payments — no debt, no pressure.
Batch schedule
- Open for Enrolment
AI Foundations — Batch 2
Apr 23, 2026 — Jul 22, 2026
Tuesday · 18:00
1 / 8 seats filled
Thursday · 18:00
1 / 8 seats filled
Saturday · 10:00
0 / 8 seats filled
Cohort schedule
- Open for Enrolment
AI Foundations — Cohort 3
Apr 30, 2026 — Jun 25, 2026Tuesday, Thursday · 19:001/20