My notes used in preparing Google Professional Machine Learning Engineer Exam. I have the Google Cloud Professional Machine Learning Engineer certification now! ๐
- Custom Containers in AI platform
- Monitoring & Evaluation
- Built-in algorithms
- AI platform- Model explanation
- AI Platform Prediction
- What-If tool with titanic dataset
- Auto ML & ML APIs
- AUTO ML
- Image
- Video
- Text
- Recommendation AI
- Consideration during ML system design
- Component of ML system
- Design decision
- Performance decision
- Distributed training
- Faster input pipeline
- Optimzing Tensorflow for mobile
- Tensorflow Transform
- Wide and Deep model for structure data
- Dataset API
- Distributed Strategy
- Tensorflow Profiler
- Wide and Deep model
- Feature crossing
- Tensorflow Serving with code