Build, Train and Deploy ML Models with Keras on Google Cloud
Completed by David De Frutos Zafra
March 12, 2024
11 hours (approximately)
David De Frutos Zafra's account is verified. Coursera certifies their successful completion of Build, Train and Deploy ML Models with Keras on Google Cloud
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: Data Processing
- Category: Artificial Neural Networks
- Category: Data Pipelines
- Category: Data Preprocessing
- Category: Machine Learning
- Category: Deep Learning
- Category: Keras (Neural Network Library)
- Category: Model Optimization
- Category: Model Training
- Category: Tensorflow
- Category: Cloud Deployment
- Category: Data Transformation
