GCP Recipes (adepted from google training-data-analyst)

Organization of this repo

Try out the code on Google Cloud Platform

Qwiklab Quest: Google Cloud Platform Big Data and Machine Learning Fundamentals

https://cloud.google.com/training/courses/data-ml-fundamentals

GCP Big Data & Machine Learning Fundamentals

Data Engineering on Google Cloud Platform

1. Serverless Data Analysis
2. Leveraging unstructured data
3. Serverless Machine Learning
4. Resilient streaming systems

Machine Learning on Google Cloud Platform (& Advanced ML on GCP)

1. How Google Does ML
2. Launching into ML
3. Introduction to TensorFlow
4. Feature Engineering
5. Art and Science of ML
6. End-to-end machine learning on Structured Data
7. Production ML models
8. Image Classification Models in TensorFlow
9. Sequence Models for Time-Series and Text problems
10. Recommendation Engines using TensorFlow

Blog posts

blogs/