Machine Learning on Google Cloud

Completed by Tomáš Stryja

June 4, 2019

Approximately 2 months at 10 hours a week to complete

Course Certificates Completed

How Google does Machine Learning

Machine Learning in the Enterprise

Launching into Machine Learning

Feature Engineering

TensorFlow on Google Cloud

View certificate for Tomáš Stryja, 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: Tomáš Stryja by March 6, 2019

1 week of study, 8-10 hours/week

View this certificate

Machine Learning in the Enterprise

Google Cloud

Taught by: Google Cloud Training

Completed by: Tomáš Stryja by June 4, 2019

3 weeks of study, 5-7 hours per week

View this certificate

Launching into Machine Learning

Google Cloud

Taught by: Google Cloud Training

Completed by: Tomáš Stryja by March 31, 2019

5 - 7 hours per week

View this certificate

Feature Engineering

Google Cloud

Taught by: Google Cloud Training

Completed by: Tomáš Stryja by May 18, 2019

2 weeks of study, 5-7 hours per week

View this certificate

TensorFlow on Google Cloud

Google Cloud

Taught by: Google Cloud Training

Completed by: Tomáš Stryja by April 29, 2019

4 weeks of study, 8-10 hours/week

View this certificate