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Starts 5 June 2025 10:08
Ends 5 June 2025
Advanced AI and Machine Learning Techniques and Capstone
2015 Courses
Not Specified
Optional upgrade avallable
All Levels
Progress at your own speed
Free
Optional upgrade avallable
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.
