Advanced Deployment Scenarios with TensorFlow
Completed by David Podolskyi
October 31, 2020
12 hours (approximately)
David Podolskyi's account is verified. Coursera certifies their successful completion of Advanced Deployment Scenarios with TensorFlow
What you will learn
Use TensorFlow Serving to do inference over the web
Navigate TensorFlow Hub, a repository of models that you can use for transfer learning
Evaluate how your models work and share model metadata using TensorBoard
Explore federated learning and how to retrain deployed models while maintaining data privacy
Skills you will gain
- Category: Information Privacy
- Category: Federated Learning
- Category: Fine-tuning
- Category: MLOps (Machine Learning Operations)
- Category: Model Deployment
- Category: Embeddings
- Category: Tensorflow
- Category: Machine Learning
- Category: Model Training
- Category: Model Evaluation
- Category: Transfer Learning
