Machine Learning on Google Cloud

Completed by Mohamad Haziq bin Mohamad Roslan

March 29, 2020

Approximately 15 weeks to complete.

Course Certificates Completed

How Google does Machine Learning

Launching into Machine Learning

Machine Learning in the Enterprise

TensorFlow on Google Cloud

Feature Engineering

View certificate for Mohamad Haziq bin Mohamad Roslan, 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

How Google does Machine Learning

Google Cloud

Taught by: Google Cloud Training

Completed by: Mohamad Haziq bin Mohamad Roslan by November 11, 2018

1 week of study, 8-10 hours/week

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Launching into Machine Learning

Google Cloud

Taught by: Google Cloud Training

Completed by: Mohamad Haziq bin Mohamad Roslan by November 25, 2018

5 - 7 hours per week

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Machine Learning in the Enterprise

Google Cloud

Taught by: Google Cloud Training

Completed by: Mohamad Haziq bin Mohamad Roslan by March 29, 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: Mohamad Haziq bin Mohamad Roslan by May 6, 2019

4 weeks of study, 8-10 hours/week

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Feature Engineering

Google Cloud

Taught by: Google Cloud Training

Completed by: Mohamad Haziq bin Mohamad Roslan by January 3, 2020

2 weeks of study, 5-7 hours per week

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