Linear Algebra Fundamentals
$129.99
Master the essential concepts of linear algebra that form the foundation of modern AI, machine learning, data science, and engineering. This comprehensive course transforms abstract mathematical concepts into practical tools you can apply immediately.
What You'll Learn:
- Vectors and Vector Spaces: Operations, properties, and applications
- Matrices: Manipulation, operations, and transformations
- Systems of Linear Equations: Multiple solving methods
- Eigenvalues and Eigenvectors: Theory and applications
- Linear Transformations: Geometric interpretations
- Inner Product Spaces: Orthogonality and projections
- Applications in Machine Learning and Data Science
Course Features:
- 65+ hours of comprehensive video lectures
- 150+ practice problems with step-by-step solutions
- Python implementations of key algorithms
- Real-world applications in AI and data science
- Interactive visualizations of transformations
- Downloadable cheat sheets and reference materials
- Certificate of completion
Who This Course Is For:
- Computer science and data science students
- Aspiring AI and machine learning engineers
- Engineering students needing linear algebra
- Professionals transitioning to tech careers
- Anyone interested in mathematical foundations of AI