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A focused, stackable credential that proves one capability fast.
Online or on campus
A focused credential in workforce data — turnover and retention models, engagement measurement, pay equity analysis and HR dashboards. Stackable toward the MA Organizational Communication or an analytics master's. Mltio University runs this award on its two honest pathways — online from anywhere, or on campus in Minneapolis — to a single academic standard, with identity-checked assessment on both. This is an academic graduate certificate award; where a field has a licensing or registration route, that remains a matter for your professional body or regulator. You will work through the material as a practitioner-researcher: applied methods, real or anonymised cases, and a supervised capstone or dissertation as the final component. Faculty mark whether you noticed the constraints a slide deck usually hides.
The programme carries 15 credits across a single stackable block. Delivery is tuition-free ($0) on the online pathway. Transcripts use letter grades and a GPA scale consistent with Mltio University awards. No professional-body logo is used in marketing to imply endorsement.
Study online
Every program can be completed fully online with zero tuition fees — study from anywhere in the world.
On-campus study
Prefer to learn at our Minneapolis campus? On-campus delivery includes tuition fees, in-person seminars, and access to university facilities.
| Code | Course | Credits |
|---|---|---|
| MX71101 | Statistics & Experimental Design Statistics & Experimental Design — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71102 | Data Management, SQL & Pipelines Data Management, SQL & Pipelines — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71103 | Programming for Data Analysis Programming for Data Analysis — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71104 | Data Visualisation & Storytelling Data Visualisation & Storytelling — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| Code | Course | Credits |
|---|---|---|
| MX71105 | Predictive Modelling & Machine Learning Predictive Modelling & Machine Learning — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71106 | Causal Inference & A/B Testing Causal Inference & A/B Testing — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71107 | Forecasting & Time Series Forecasting & Time Series — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71108 | Optimisation & Decision Analysis Optimisation & Decision Analysis — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| Code | Course | Credits |
|---|---|---|
| MX71109 | Big Data & Cloud Analytics Big Data & Cloud Analytics — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71110 | Domain Analytics (Marketing, Finance, Operations) Domain Analytics (Marketing, Finance, Operations) — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71111 | Data Governance, Quality & Ethics Data Governance, Quality & Ethics — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71112 | MLOps & Analytics Engineering MLOps & Analytics Engineering — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| Code | Course | Credits |
|---|---|---|
| MX71113 | Research Design for Analytics Research Design for Analytics — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71114 | Communicating Analysis to Executives Communicating Analysis to Executives — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71115 | Analytics Capstone Project Analytics Capstone Project — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
| MX71116 | Capstone Defence Capstone Defence — assessed module on the Graduate Certificate in People Analytics pathway.
| 3 |
Modules are assessed through a published mix of coursework, applied projects, and examinations. Exam windows are announced in advance so students in other time zones are not forced into overnight sittings. Alternative arrangements are available where documented.
The published duration is 9 months. Teaching language: English (Minneapolis campus or tuition-free online; one academic standard). Actual time-to-complete depends on mode and any recognised prior learning.
You may study this award fully online from your country, or — where published — on campus at Mltio. Online study does not require a student visa. Campus study may.
Degree tuition for this award is published as £0 / tuition-free on the online pathway. Examination or administrative fees may apply at checkout — never an annual tuition invoice. Check the Fees page for any extras.
Requirements are grouped on this page (academic, English, documents). Equivalent qualifications are considered. English may be waived after prior English-medium study.
Assessment is typically a mix of coursework, projects, and examinations. Doctoral awards include a thesis or dissertation and an oral examination. Details sit in the programme specification and module outlines.
Recognition of the award for local employment, professional licence, or ministry attestation is decided by your employer or regulator. Mltio University publishes verification pages for certificates. We do not claim automatic equivalence in every country.
Start an application on this website. Progress is saved from the first step. Admissions: admissions@mltio.com.
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