Advanced Cloud Systems Administration (Azure Data Science Specialization)
This advanced-level bootcamp prepares students for managing and securing Azure environments. Starting with core IT and cloud fundamentals, including networking, Linux administration, and cloud architecture, the program focuses on advanced Azure administration. Key topics include virtual machine configuration, app services, and container management, as well as advanced networking and load balancing. Students gain expertise in storage security, traffic management, and monitoring tools, along with backup and recovery strategies.
Skills / Knowledge
- AI Concepts and Azure AI Services
- Generative AI and Responsible AI Practices
- Machine Learning Fundamentals in Azure
- Automated Machine Learning and Model Deployment
- AI Model Optimization and Performance Tuning
- Designing and Implementing Machine Learning Solutions
- Data Exploration and Experimentation in Azure
- Building, Deploying, and Automating AI Models
- Optimizing and Managing AI Models in Production
- Ensuring Ethical and Responsible AI Practices