Overview
Join our Advanced AI and Machine Learning Techniques and Capstone course to explore high-level AI & ML strategies. This course culminates in a capstone project where you'll utilize comprehensive skills to tackle a real-world challenge. Throughout, you'll encounter state-of-the-art machine learning methods and delve into the ethical considerations in Generative AI. Learn to devise responsible strategies and build scalable AI systems for high-performance environments.
- Implement advanced ML techniques: Master ensemble methods and transfer learning to elevate your machine learning projects.
- Analyze ethical implications: Evaluate and create responsible AI strategies to ensure ethical practices in AI applications.
- Design scalable systems: Engineer AI and ML systems capable of supporting high-performance scenarios.
- Capstone Project: Develop and present an exhaustive AI & ML solution tailored to solving a practical issue.
Pre-requisites for course success include intermediate Python programming skills and familiarity with AI & ML infrastructure, core algorithms, intelligent troubleshooting agent design, and Microsoft Azure AI services. A background in statistics is also advantageous.
