7 Best ML Pipelines Courses on Coursera
We compared 7 ML Pipelines courses currently listed on Coursera, priced from $49.00 to $49.00. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 7
- Price range
- $49.00 – $49.00
- Providers
- Coursera
- Last updated
- 30 Aug 2026
How these 7 courses were chosen
Every course below is a real, currently listed course from Coursera, matched to "ml pipelines" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $49.00 to $49.00, as listed by the provider when we last updated the page.
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1
GenAI Deployment & Governance
Offered by Coursera
Learn the complete lifecycle of deploying and governing generative AI systems in production environments. This comprehensive specialization equips you with critical skills to architect, deploy, monitor, and govern GenAI...
$49.00listed price -
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2
Coursera CertificateTransform Audio: Extract Features & Augment Models
Offered by Coursera
Did you know that 80% of audio AI models fail in production due to acoustic variability they never encountered during training? This Short Course was created to help machine learning professionals accomplish robust audio...
$49.00listed price -
3
Coursera MOOC / Non-creditMachine Learning Made Easy for Software Engineers
Offered by Coursera
Machine learning is increasingly integrated into modern software systems. This specialization helps software engineers build practical machine learning capabilities that extend beyond model training into full production...
$49.00listed price -
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4
Coursera MOOC / Non-creditAutomate, Optimize, and Monitor ML Models
Offered by Coursera
Machine learning models lose accuracy over time without proper monitoring and optimization. This Short Course was created to help ML and AI professionals build robust, production-ready systems that maintain performance a...
$49.00listed price -
5
Coursera MOOC / Non-creditML Production Systems
Offered by Coursera
This Specialization equips you with the end-to-end skills needed to move machine learning models from development into robust production systems. You'll learn to containerize and deploy ML models using Docker and Kuberne...
$49.00listed price -
6
Coursera MOOC / Non-creditPartition & Monitor AI Models Effectively
Offered by Coursera
Your high-accuracy ML model performs beautifully on the test set but fails silently in production. This is model drift, the unspoken crisis where models trained on yesterday’s data are unprepared for today's reality. Thi...
$49.00listed price -
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7
Coursera MOOC / Non-creditZero-Shot & Few-Shot Learning: Master AI with Minimal Data
Offered by Coursera
Zero-Shot & Few-Shot Learning is an intermediate-level course designed for data scientists, ML engineers, and AI practitioners who want to build models that perform well—even when labeled data is limited. Traditional sup...
$49.00listed price
Best ML Pipelines Courses on Coursera compared
| # | Course | Provider | Offered by | Price | |
|---|---|---|---|---|---|
| 1 | GenAI Deployment & Governance | Coursera | Coursera | $49.00 | View → |
| 2 | Transform Audio: Extract Features & Augment Models | Coursera | Coursera | $49.00 | View → |
| 3 | Machine Learning Made Easy for Software Engineers | Coursera | Coursera | $49.00 | View → |
| 4 | Automate, Optimize, and Monitor ML Models | Coursera | Coursera | $49.00 | View → |
| 5 | ML Production Systems | Coursera | Coursera | $49.00 | View → |
| 6 | Partition & Monitor AI Models Effectively | Coursera | Coursera | $49.00 | View → |
| 7 | Zero-Shot & Few-Shot Learning: Master AI with Minimal Data | Coursera | Coursera | $49.00 | View → |
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.