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DP100 Data Science Solution on Azure
Certification
Prerequiste
Course Overview
In this training, candidates will gain knowledge on applying data science and machine learning to implement and run machine learning workloads on Azure. Responsibilities for this role include planning and creating a suitable working environment for data science workloads on Azure. This training will equip candidates to take DP 100 exam.
- Knowledge of Azure platform.
- Knowledge of Machine learning concepts.
- After the completion of the course and the exam, you will be awarded with the course completion certificate.
Curriculum
- 21 Sections
- 0 Lessons
- 24 Hours
Expand all sectionsCollapse all sections
- 1. Create an Azure Machine Learning workspace0
- 2. Manage data in an Azure Machine Learning workspace0
- 3. Manage compute for experiments in Azure Machine Learning0
- 4. Implement security and access control in Azure Machine Learning0
- 5. Set up an Azure Machine Learning development environment0
- 6. Set up an Azure Databricks workspace0
- 7. Create models by using the Azure Machine Learning designer0
- 8. Run model training scripts0
- 9. Generate metrics from an experiment run0
- 10. Use Automated Machine Learning to create optimal models0
- 11. Tune hyperparameters with Azure Machine Learning0
- 12. Select compute for model deployment0
- 13. Deploy a model as a service0
- 14. Manage models in Azure Machine Learning0
- 15. Create an Azure Machine Learning pipeline for batch inferencing0
- 16. Publish an Azure Machine Learning designer pipeline as a web service0
- 17. Implement pipelines by using the Azure Machine Learning SDK0
- 18. Apply ML Ops practices0
- 19. Use model explainers to interpret models0
- 20. Describe fairness considerations for models0
- 21. Describe privacy considerations for data0
$28
$25
Course Summary
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Highlights
- Instructor-led training
- One-on-One
- Free access to future sessions (subject to schedule & availability)
- Job Assistance
- Interview preparation
- Online access provided through the LMS
Pricing
$28
$25
Group Training (minimum 5 candidates):
Individual Coaching:
Corporate Training
- Customized Learning
- Enterprise Grade Reporting
- 24x7 Support
- Workscale Upskilling
