Data & AI

Data analytics, data science and machine learning — Google Data Analytics, IBM, DeepLearning.AI, and free university courses with credit-recommended options.

Google Data Analytics Professional Certificate Low cost Certificate

Google (via Coursera)

A beginner-to-job data-analytics program. Audit free, certificate ~$49/mo; ACE-recommended for college credit. Covers spreadsheets, SQL, R and Tableau.

✓ Entry-level, ACE-recommended for college credit

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DeepLearning.AI Specializations Low cost Course provider

DeepLearning.AI (via Coursera)

The most-recommended applied machine-learning and AI courses. Audit free; certificate via Coursera subscription. Strong signal for ML/AI roles.

✓ Respected ML/AI training from Andrew Ng

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IBM Data Science Professional Certificate Low cost Certificate

IBM (via Coursera)

A beginner data-science path from IBM with hands-on Python and a capstone. Audit free; certificate via subscription.

✓ Entry-level, employer-recognized

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