Linear Algebra for Machine Learning & AI
Completed by Augustine Okpalaezennia
March 24, 2026
35 hours (approximately)
Augustine Okpalaezennia'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: Data Analysis
- Category: Model Optimization
- Category: Machine Learning
- Category: Applied Mathematics
- Category: Mathematics and Mathematical Modeling
- Category: Artificial Neural Networks
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Dimensionality Reduction
- Category: Linear Algebra
- Category: Numerical Analysis
