Labs and demos for Google Cloud Platform courses (http:https://cloud.google.com/training).
Code for the following courses is included in this repo:
https://cloud.google.com/training/courses/data-ml-fundamentals
GCP Big Data & Machine Learning Fundamentals
https://cloud.google.com/training/courses/data-engineering
- Serverless Data Analysis
- Leveraging unstructured data
- Serverless Machine Learning
- Resilient streaming systems
https://www.coursera.org/learn/google-machine-learning
- How Google Does ML
- Launching into ML
- Introduction to TensorFlow
- Feature Engineering
- Art and Science of ML
- Production ML models
- End-to-end machine learning on Structured Data
- Image Classification Models in TensorFlow
- Sequence Models for Time-Series and Text problems
- Recommendation Engines using TensorFlow
blogs/