Advanced Data Analytics
This advanced-level Data Analytics bootcamp prepares students for expert roles by combining data analysis, AI, and machine learning in Azure. Beginning with foundational IT, cloud concepts, and data analysis using Excel, SQL, and Python, students master statistical analysis and visualization tools like Pandas, Matplotlib, and Tableau. The program then dives into Azure AI services, exploring generative AI, NLP, and responsible AI, with hands-on training in Azure Machine Learning for model development and deployment.
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