Linear Algebra for ML and Analytics Training
Completed by DIMITRIOS SKAFIDAS
September 26, 2025
3 hours (approximately)
DIMITRIOS SKAFIDAS's account is verified. Coursera certifies their successful completion of Linear Algebra for ML and Analytics Training
What you will learn
Understand the role of linear equations in data science and distinguish between linear and non-linear forms
Perform matrix operations and use vectors for linear transformations in machine learning
Apply concepts like systems of equations and matrix types to solve real-world problems
Build a strong foundation in linear algebra for machine learning, data analysis, and PCA applications
Skills you will gain
- Category: Linear Algebra
- Category: Dimensionality Reduction
- Category: Feature Engineering
- Category: Data Analysis
- Category: Mathematical Modeling
- Category: Data Science
- Category: Algebra
- Category: Applied Machine Learning
- Category: Analytical Skills
- Category: Data Transformation
