Data analytics turns business questions into checked conclusions. Programmes differ in tools, mathematical foundations and entry requirements. Choose a learning route: How to choose Data analytics courses?.
Courses we compare
Data analyst from scratch — GoIT
Who it suits: No data
Who it does not suit: No data
Data Analytics Basic with AI — Hillel IT School
Who it suits: No data
Student voice: «Overall, quite okay. I joined the course as an analyst already, but it was still interesting and I…» — Ігор Ткач, source: ithillel.ua ↗ · translation
Who it does not suit: No data
Data analyst — Mate academy
Who it suits: No data
Who it does not suit: No data
This comparison covers 5 courses. Ukrainian schools: 4; sourced reviews: 3. Data: 2026-10-06.
Limits of this selection
A standalone SQL or dashboard course does not cover the entire analyst role.
Teaching languages
Ukrainian — 4; English — 1
Self-paced or supported
blended — 3; live — 1; recorded — 1
Data analytics courses for business owners
A useful project runs from cleaning data to explaining a conclusion to a stakeholder.
Courses in this topic
| # | Course | Language | Practice | Instructor replies | Format | Reviews |
|---|---|---|---|---|---|---|
| 1 | UA | Practical tasks | Feedback | blended | — | |
| 2 | UA | Practical tasks | Feedback | blended | 11 review → | |
| 3 | Data analyst Mate academy | UA | Practical tasks | Feedback | blended | — |
| 4 | UA | Practical tasks | Feedback | live | 11 review → | |
| 5 | EN | Practical tasks | No data | recorded | 11 review → |
Programme sources: GoIT · Hillel IT School · Mate academy · robot_dreams · Coursera
Related learning goals: Power BI courses; Excel courses; GA4 courses.
Our How we compare explains the selection criteria; About the project covers our editorial principles and review verification.