

This is to confirm that
has successfully completed the online program:
PROFESSIONAL CERTIFICATE IN MACHINE LEARNING & ARTIFICIAL INTELLIGENCE
Tsu-Jae King Liu,
Dean, College of Engineering
Dean, Haas School of Business

March 2023
Alexander Sandanaraj





PROFESSIONAL CERTIFICATE IN MACHINE LEARNING & ARTIFICIAL INTELLIGENCE
Alexander Sandanaraj
Machine learning (ML) and artificial intelligence (AI) are transforming the way organizations do business and how consumers live. That's why IT professionals with the specialized knowledge and skills to develop the next generation of ML/AI technology innovations are in immediate demand globally and across industries.
Skills / Knowledge
- IT and engineering professionals
- new opportunities for career growth
- comprehensive understanding of ML/AI
- Linear and Multiple Regression
- Time Series Analysis and Forecasting
- Gradient Descent and Optimization
Issued on
April 11, 2023
Expires on
Does not expire