Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization

Courses

• End-to-End Machine Learning with TensorFlow on GCP
• Production Machine Learning Systems
• Image Understanding with TensorFlow on GCP
• Sequence Models for Time Series and Natural Language Processing
• Recommendation Systems with TensorFlow on GCP

End-to-End Machine Learning with TensorFlow on GCP

Topics covered

• Scaling machine learning projects
• Building models with AI platform notebooks
• Creating wide and deep netural nets for structured data
• Writing tensorflow code for distribured learning
• Cloud dataflow for building data processing pipelines that scale
• Deploying the models on google AI platform

Project - An app deployed on google App Engine to predict the weight of a new born baby.