Machine Learning on Google Cloud

Completed by Yohan Farouz

March 18, 2020

Approximately 15 weeks to complete.

Course Certificates Completed

Machine Learning in the Enterprise

TensorFlow on Google Cloud

How Google does Machine Learning

Feature Engineering

Launching into Machine Learning

View certificate for Yohan Farouz, Machine Learning on Google Cloud, offered through Coursera. In this five-course specialization, participants learn to build, train, and deploy Vertex AI AutoML and BigQuery ML models; create Vertex AI custom training jobs and deploy using Docker containers; use Feature Store; perform feature engineering; and choose data preprocessing options. They also learn to use Vertex Vizier hyperparameter tuning to add the right mix of parameters that yields accurate, generalized models and the theory to solve specific types of ML problems. They learn to write distributed ML models that scale in TensorFlow; and leverage best practices to implement machine learning on Google Cloud. They experimented with end-to-end ML — building an ML-focused strategy, then model training, optimization, and productionalization with hands-on labs using Google Cloud Platform.

Course Certificates

Earned after completing each course in the Specialization

Machine Learning in the Enterprise

Google Cloud

Taught by: Google Cloud Training

Completed by: Yohan Farouz by March 18, 2020

3 weeks of study, 5-7 hours per week

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TensorFlow on Google Cloud

Google Cloud

Taught by: Google Cloud Training

Completed by: Yohan Farouz by March 9, 2020

4 weeks of study, 8-10 hours/week

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How Google does Machine Learning

Google Cloud

Taught by: Google Cloud Training

Completed by: Yohan Farouz by March 8, 2020

1 week of study, 8-10 hours/week

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Feature Engineering

Google Cloud

Taught by: Google Cloud Training

Completed by: Yohan Farouz by March 15, 2020

2 weeks of study, 5-7 hours per week

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Launching into Machine Learning

Google Cloud

Taught by: Google Cloud Training

Completed by: Yohan Farouz by March 8, 2020

5 - 7 hours per week

View this certificateChevron Right