DB
Reviewed Jan 29, 2021
excellent experience. thank you very much coursera and google to give the oppurtunity to get certificate free.
The content is decent. But the labs are pretty broken, not well designed & maintained
Machine Learning Operations (MLOps) on Google Cloud
This learning path is designed for data scientists and ML engineers looking to bridge the gap between machine learning prototypes and production-ready systems on Google Cloud. Learners will explore the full MLOps lifecycle, including feature management with Vertex AI Feature Store, robust model evaluation for predictive and generative AI, and the orchestration of automated workflows. The path concludes with advanced training on building production-grade pipelines using the Kubeflow SDK, Google Cloud components, and AI-driven development with the Data Science Agent.
Status: AI Orchestration
Status: Cloud Deployment
IntermediateSpecialization
Top reviews across Machine Learning Operations (MLOps) on Google Cloud
MA
Reviewed Jun 9, 2026
High level intro introduction with some practical tasks.
RL
Reviewed Jan 5, 2022
It's ok. There are example notebooks to understand the code. The pricing part is missing.
AM
Reviewed Mar 11, 2021
The whole process of building the Kubeflow pipelines for MLOPs including the configuration part (what does into the Dockerfile, cloud build) has been explained fully.
PG
Reviewed Jun 2, 2021
It was good experience learning about the deployment process of ML application on GCP.
JM
Reviewed Dec 31, 2020
The content related to MLOps on GCP is quite good. If the labs were improved slightly to remove some of the bugs that are commonly posted in the message boards, this would be a 5 star.
PL
Reviewed Dec 11, 2020
Course content was good. However, many of the Qwiklabs had bugs, resulting in not being able to complete the course with a grade of 100%.
PU
Reviewed Jun 15, 2021
course is good, but need more diagrams. Visual maps help wrapping concepts.
SO
Reviewed Nov 12, 2020
Great course to start for learning about MLOps. However, I hope there will have more videos to explain details on LABs.
TK
Reviewed Feb 19, 2021
This was a good course along with google qwiklab which guide you through out the lab which makes a enrolled person a successful learner .
GG
Reviewed Feb 8, 2021
Content well written. Some lab issues. Resolved but frustrating. Language processing a bit off on transcribed material from speakers.
CS
Reviewed Jan 30, 2021
I think there should be more content about AIML can be better choice or preferable.Otherwise all the things are okay I enjoyed this course and learn a lot.ThankYou So much.
Learner reviews across Machine Learning Operations (MLOps) on Google Cloud
Showing: 20 of 134
Machine Learning Operations (MLOps): Getting Started
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J
Course: Machine Learning Operations (MLOps): Getting Started
2.0
Reviewed Dec 8, 2020Course: Machine Learning Operations (MLOps): Getting StartedSatrio
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed Dec 17, 2020Course: Machine Learning Operations (MLOps): Getting StartedQwiklabs does not work!!
Arthur
Course: Machine Learning Operations (MLOps): Getting Started
2.0
Reviewed Dec 8, 2020Course: Machine Learning Operations (MLOps): Getting StartedThere's a few things underwhelming about this course. First, GCP has made MLops very complicated, technical and cumbersome. Since you would need to work with this tech on a regular basis, you really don't want this. Second, the tutorials are mostly challenging due to linux. The tutorials are also buggy and setting up the cloud resources takes a lot of time. Overall, not that happy with this course or the subject mater.
Joana
Course: Machine Learning Operations (MLOps): Getting Started
2.0
Reviewed Jan 4, 2021Course: Machine Learning Operations (MLOps): Getting StartedThe qwiklabs have many issues, and due to the limited amount of tries I was not able to complete the course.
Kshitiz
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed Dec 30, 2020Course: Machine Learning Operations (MLOps): Getting StartedBy far the worst experience. Videos and explanations are really good but all those goodness are killed by the Qwiklabs experience. Labs are frustrating because they don't simply work, not because you did something wrong. I would like to urge the team behind this course to put some effort and time fixing those labs and answer to the questions raised by the learners in discussion forums. By copy pasting the readymade answer to email qwiklabs support team won't help at all.
Hugo
Course: Machine Learning Operations (MLOps): Getting Started
3.0
Reviewed Dec 31, 2020Course: Machine Learning Operations (MLOps): Getting StartedThe Labs could be improved (bugs and clarity)
Jon
Course: Machine Learning Operations (MLOps): Getting Started
4.0
Reviewed Jan 1, 2021Course: Machine Learning Operations (MLOps): Getting StartedThe content related to MLOps on GCP is quite good. If the labs were improved slightly to remove some of the bugs that are commonly posted in the message boards, this would be a 5 star.
Peng
Course: Machine Learning Operations (MLOps): Getting Started
4.0
Reviewed Dec 12, 2020Course: Machine Learning Operations (MLOps): Getting StartedCourse content was good. However, many of the Qwiklabs had bugs, resulting in not being able to complete the course with a grade of 100%.
nerisha
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed Nov 30, 2020Course: Machine Learning Operations (MLOps): Getting StartedAccent is difficult to understand. Speaks to quickly. Cannot read subtitles and course content at the same time.
Artur
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed Jan 11, 2021Course: Machine Learning Operations (MLOps): Getting StartedSome labs are impossible to complete due to incompatibility with github. Github requires verification email.
Tarun
Course: Machine Learning Operations (MLOps): Getting Started
5.0
Reviewed Feb 19, 2021Course: Machine Learning Operations (MLOps): Getting StartedThis was a good course along with google qwiklab which guide you through out the lab which makes a enrolled person a successful learner .
Surachart
Course: Machine Learning Operations (MLOps): Getting Started
5.0
Reviewed Nov 12, 2020Course: Machine Learning Operations (MLOps): Getting StartedGreat course to start for learning about MLOps. However, I hope there will have more videos to explain details on LABs.
Dmitriy
Course: Machine Learning Operations (MLOps): Getting Started
5.0
Reviewed Dec 10, 2020Course: Machine Learning Operations (MLOps): Getting StartedI liked it. Made me realize how much of a pain MLOps really is.
Walter
Course: Machine Learning Operations (MLOps): Getting Started
3.0
Reviewed Sep 8, 2021Course: Machine Learning Operations (MLOps): Getting Startedwhile this course teaches some useful skills, in particular how to to offload ML workloads to GCP, and introduces Kubeflow well, it doesn't go into enough depth to really let the students master the material. It doesn't help that Kubeflow (and its GCP implementation) are fundamentally fairly complicated technologies that compete with other, more mature (but less specialized) tools like Airflow. All in all, a good starting point, but don't expect to master the material - further study will be required. This course only scratches the surface.
Franco
Course: Machine Learning Operations (MLOps): Getting Started
2.0
Reviewed May 19, 2026Course: Machine Learning Operations (MLOps): Getting StartedLabs are broken and don't allow you to keep going with the course. Information is not up to date. Today you have to pay for Google Labs for doing the practical part.
Pedram
Course: Machine Learning Operations (MLOps): Getting Started
2.0
Reviewed Jun 10, 2026Course: Machine Learning Operations (MLOps): Getting StartedThe only lab in the course isn't available
Sonal
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed May 19, 2026Course: Machine Learning Operations (MLOps): Getting StartedThe lab session does not work however much I try and the lab titles are not to be found on Google Skills
João
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed Jul 30, 2022Course: Machine Learning Operations (MLOps): Getting StartedFinish the course , and need to pay for the certificate .Bad Way for Coursera like goes from EDX .
Rob
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed Oct 21, 2023Course: Machine Learning Operations (MLOps): Getting StartedA neverending stream of jargon and self-promotion with occasional learning
zeroone_ai
Course: Machine Learning Operations (MLOps): Getting Started
1.0
Reviewed Apr 28, 2021Course: Machine Learning Operations (MLOps): Getting Startedquiklabs always have a trouble when I try this cource..