Machine Learning Crash Course is a paid beginner course from Google, online. It ends with a badge. Google doesn't say the price or how long it takes.
Suits technically minded learners who are new to machine learning, or want a refresher, and are comfortable with basic algebra and statistics. The modules run from regression to neural networks, embeddings and large language models, and each one is self-contained. The main caveat is that Google offers no formal certificate, only a badge for each module passed with 80% on its quiz. A paid alternative with a certificate is the Machine Learning Specialization on Coursera.
Google's self-study introduction to machine learning, with lessons written for newcomers, interactive widgets, videos, quizzes and optional Python exercises in Colab. Modules cover regression, classification, working with data, neural networks, embeddings, large language models, production ML systems, AutoML and ML fairness.
More courses on machine learning.
Developers and engineers, Data scientists and analysts.
Level: beginner (as stated by the provider). Delivery: online, self-paced.
No prior machine learning knowledge; intro-level algebra and basic statistics, and ideally Python for the programming exercises
Price not stated by provider. No price or 'free' wording on the course page or its help pages; no Google account is needed to take it, but the Colab programming exercises need one.
Certificate: badge. Module badges (80% on each end-of-module quiz); no formal certification.
This course is offered worldwide, so learners in Ireland join the same course as everyone else. Details last confirmed on 26 Oct 2026.
No Irish scheme on our funding list (Springboard+, Skillnet Ireland, HEA Micro-Credential Learner Fee Subsidy 2026 and others) covers its cost.
Irish courses for developers and engineers on a shared topic: Fundamentals of Artificial Intelligence (micro-credential) (Chevron Training and Recruitment (with University of East London)), Future of Artificial Intelligence (Micro-credential) (University of Galway), ISTQB Certified Tester: Testing with Generative AI (Tech Industry Alliance Skillnet).
See also: funded AI training in Ireland, AI courses for developers and engineers.
Price not stated by provider.
Yes: badge. The provider calls it "Module badges (80% on each end-of-module quiz); no formal certification".
It's a beginner course. Prerequisites: No prior machine learning knowledge; intro-level algebra and basic statistics, and ideally Python for the programming exercises.
Start any time.
Chosen from other courses of the same kind, then by shared topic. At least one is an Irish course where one fits. Closed courses are left out.
DeepLearning.AI · Coursera
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| Course | Delivery | Cost | Level | Hours | Certificate |
|---|---|---|---|---|---|
| AWS Artificial Intelligence Practitioner Learning PlanAWS Skill Builder | Online, self-paced | Free to learnExam USD 100 | Beginner | 8 | Paid exam certification |
| AI Applications in People ManagementThe Wharton School of the University of Pennsylvania on Coursera | Online, self-paced | Free to learnCertificate paid | Beginner | 1 week to complete at 10 hours a weekDuration (as stated by provider) | Paid certificate |
| AI in Healthcare SpecializationStanford Online on Coursera | Online, self-paced | Paid subscription. Price not recorded yet | Beginner | 4 weeks to complete at 10 hours a weekDuration (as stated by provider) | Professional certificate |
| Diploma in Artificial Intelligence and Working into the Future (Springboard+)CCT College Dublin | Blended, Dublin | FundedFree if unemployed · €497.50 if employed | Beginner | One (academic) YearDuration (as stated by provider) | NFQ L760 ECTS |
Free alternative: Claude Platform 101 from Anthropic, free badge.
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