Build, Train and Deploy ML Models with Keras on Google Cloud
Completed by Miguel Tasende
August 10, 2022
13 hours (approximately)
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What you will learn
Design and build a TensorFlow input data pipeline.
Use the tf.data library to manipulate data in large datasets.
Use the Keras Sequential and Functional APIs for simple and advanced model creation.
Train, deploy, and productionalize ML models at scale with Vertex AI.
Skills you will gain
- Category: Model Optimization
- Category: Model Training
- Category: Tensorflow
- Category: Artificial Neural Networks
- Category: Cloud Deployment
- Category: Data Processing
- Category: Data Preprocessing
- Category: Data Pipelines
- Category: Keras (Neural Network Library)
- Category: Google Cloud Platform
- Category: Data Transformation
- Category: Machine Learning
