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Professional Machine Learning Enginer

Official Link: https://cloud.google.com/certification/guides/machine-learning-engineer
Length: 2 hours. (Note: there seems to be 60 questions in the PMLE.)
Registration fee: $200 (plus tax where applicable)
Exam format: Multiple choice and multiple select, taken in person at a test center or online.

Posts

Published Title/Link Author
2021/03 Notes from my GCP PMLE Exam Sathish VJ
2021/01 How I cracked the GCP PMLE certification in 8 days! Hasan Rafiq
2020/12 GCP ML Certification Prep Hil Liao
2020/12 Google Cloud Professional ML Engineer Certification – My Study Track Kevin Slifer
2020/11 GC PMLE: The definitive guide Oleh Lokshyn
2020/10 What I learned studying for the GCP ML Exam Francisco Quintana
2020/10 Cloud Professional ML Engineer virenlr
2020/08 My notes from GCP ML Engineer exam João Serra
2020/08 GCP ML Engineer Certification: Post Exam Impressions Carlos Timoteo
2020/08 GCP ML Engineer Certification Preparation Guide Dmitri and Steven
2020/08 20 days to GC PMLE Han Qi
2020/07 My take on Professional ML (Beta) Exam Parth M.

Practice Exams / Tests

Published Title/Link Author
Official Practice Test

Books

Published Title/Link Author
2020 Machine Learning Design Patterns Valliappa Lakshmanan, Sara Robinson, Michael Munn

Videos / Sessions

Published Title/Link Instructor Notes
AI Adventures Google Cloud
ROC and AUC - Clearly Explained Josh Starmer ML Playlist

Online Trainings

Site Title/Link Instructor
Machine Learning Crash Course Google
Machine Learning Guides Google
Coursera: Google Cloud Platform Big Data and Machine Learning Fundamentals Google
Coursera: Building Batch Data Pipelines on GCP Google
Coursera: Building Resilient Streaming Analytics Systems on GCP Google
Coursera: Smart Analytics, Machine Learning, and AI on GCP Google
Coursera: How Google does Machine Learning Google
Coursera: Launching into Machine Learning Google
Coursera: Intro to TensorFlow Google
Coursera: Feature Engineering Google
Coursera: Art and Science of Machine Learning Google
Coursera: End-to-End Machine Learning with TensorFlow on GCP Google
Coursera: Production Machine Learning Systems Google
Coursera: Image Understanding with TensorFlow on GCP Google
Coursera: Sequence Models for Time Series and Natural Language Processing Google
Coursera: Recommendation Systems with TensorFlow on GCP Google
Coursera: https://app.pluralsight.com/library/courses/building-end-to-end-machine-learning-workflows-kubeflow/table-of-contents Google
TensorFlow: TFX on Cloud AI Platform Pipelines Google
ML Pipelines on Google Cloud Google

Qwiklabs Links

Title/Link
Data Science on Google Cloud: Machine Learning
Google Cloud Solutions II: Data and Machine Learning
Perform Foundational Data, ML, and AI Tasks in Google Cloud
BigQuery for Machine Learning