Key details to verify (transfer and credit)

Programs like this can help with transfer and credit for prior learning—but the receiving school makes the final decision. Before you enroll, confirm transferability with your target registrar in writing.

  • Program is listed as not currently eligible for financial aid (per UNT Online); confirm current eligibility and tuition/fees before applying.
  • Transferability and degree applicability depend on your academic plan and school policies; confirm in writing with your advisor/registrar.

About this program

UNT Online describes this undergraduate certificate as career-enhancing training in data analytics fundamentals with applied coursework focused on real-world business problems. The program page highlights learning contemporary methods, data wrangling, and practical work with machine learning and deep learning tools. UNT also notes the certificate’s credits may be applied toward an undergraduate degree such as the Bachelor of Applied Arts and Sciences, and that the program is not currently eligible for financial aid (per UNT Online).

Program highlights

  • 5 classes / 15 total credit hours (per UNT Online).
  • Program content emphasizes contemporary analytics concepts, data wrangling, and ML/DL tools applied to real-world business problems (per UNT Online).
  • Credits may apply toward a university degree (for example, UNT’s BAAS pathway; confirm applicability with an advisor) (per UNT Online).
  • UNT notes this program is not currently eligible for financial aid (per UNT Online program page).

What you'll learn

  • Understand fundamental concepts behind contemporary data analytics methods.
  • Obtain, clean, and wrangle data for analysis and modeling workflows.
  • Apply machine learning and deep learning tools to practical problems.
  • Connect analytics outputs to real-world decision-making contexts.

Outcomes

  • Designed to build foundational analytics skills for roles that use data; job requirements vary—verify target roles in job postings.

Official links

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