AutoML with Auto-Keras Certificate for Ali Kattan
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Certificate ID:
615055
Authentication Code:
e5d09
Certified Person Name:
Ali Kattan
Trainer Name:
Priyanka Sharma
Duration Days:
2
Duration Hours:
14
Course Name:
AutoML with Auto-Keras
Course Date:
15 January 2020 09:30 to 16 January 2020 16:30
Course Outline:
Introduction
Setting up a Working Environment
Installing Auto-Keras
Anatomy of a Standard Machine Learning Workflow
How Auto-Keras Automates the Machine Learning Workflow
Searching for the Best Neural Network Architecture with NAS (Neural Architecture Search)
Case Study: AutoML with Auto-Keras
Downloading a Dataset
Building a Machine Learning Model
Training and Testing the Model
Tuning the Hyperparameters
Building, Training, and Testing Additional Models
Tweaking the Hyperparameters to Improve Accuracy
Configuring Auto-Keras for Deep Learning Models
Troubleshooting
Summary and Conclusion