qinyugwu / training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

training-data-analyst

Labs and demos for Google Cloud Platform courses (http://cloud.google.com/training).

Try out the code on Google Cloud Platform

Courses

Code for the following courses is included in this repo:

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

https://cloud.google.com/training/courses/data-engineering

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)

https://www.coursera.org/learn/google-machine-learning

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

Blog posts

blogs/