Linear Algebra for Machine Learning & AI
Completed by Chol Daniel Deng Dau
November 22, 2025
35 hours (approximately)
Chol Daniel Deng Dau's account is verified. Coursera certifies their successful completion of Linear Algebra for Machine Learning & AI
What you will learn
Analyse and evaluate complex data structures using advanced linear algebra techniques.
Implement sophisticated algorithms and apply advanced techniques to optimise and improve machine learning models.
Synthesise and apply mathematical theories to solve complex real-world problems.
Evaluate and develop innovative solutions using linear programming to address complex challenges in machine learning and AI systems.
Skills you will gain
- Category: Machine Learning
- Category: Model Optimization
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Data Analysis
- Category: Numerical Analysis
- Category: Applied Mathematics
- Category: Dimensionality Reduction
- Category: AI Enablement
- Category: Artificial Neural Networks
- Category: Mathematics and Mathematical Modeling
- Category: Linear Algebra
