What You'll Learn
- Design and prepare a machine learning solution on Azure.
- Explore data and train models using Azure Machine Learning service.
- Prepare and manage data assets and compute resources for training.
- Deploy and re-train models to production-grade endpoints.
- Automate the machine learning pipeline for MLOps integration.
- Evaluate model performance and optimize for scalability and accuracy.
Prerequisites
Essential skills for DP-100 success:
- Basic knowledge of Azure fundamentals (AZ-900 level recommended).
- Fundamental understanding of data science and machine learning concepts.
- Practical experience with Python and data libraries (Pandas, Scikit-learn).
Career & Salary Outlook
Azure Data Scientist$105,000 - $160,000
Machine Learning Engineer$120,000 - $185,000
AI Solutions Architect$140,000 - $210,000
Data Science Consultant$95,000 - $145,000
* Salaries vary based on location, experience, and company size.
Who Is This For?
Aspiring Data Scientists
Data Analysts
ML Engineers
Cloud Professionals
AI Researchers