Linear Algebra for ML and Analytics Training
$49
ENROLL NOWCourse Overview
What You'll Learn
- This beginner-friendly course covers core linear algebra concepts essential for data science and machine learning.
- Start with linear equations and learn to identify linear vs.
- Finally, discover how these foundations support techniques like Principal Component Analysis (PCA) for dimensionality reduction and data analysis.
This beginner-friendly course covers core linear algebra concepts essential for data science and machine learning. Start with linear equations and learn to identify linear vs. non-linear forms and solve systems with real-world examples. Then explore matrices and vectors, including matrix operations, special matrix types, and vector roles in linear transformations. Finally, discover how these foundations support techniques like Principal Component Analysis (PCA) for dimensionality reduction and data analysis. To be successful in this course, no prior experience is required. It’s ideal for students, aspiring data scientists, and machine learning beginners looking to strengthen their math foundation. By the end of this course, you will be able to: - Understand and apply linear equations and their forms - Identify and solve systems of linear equations - Perform matrix operations and work with special matrices - Use vectors in linear transformations - Apply linear algebra concepts in PCA and machine learning workflows Ideal for future data analysts, ML engineers, and AI professionals.
Course FAQs
Is this an accredited online course?
Accreditation for 'Linear Algebra for ML and Analytics Training' is determined by the provider, Simplilearn. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.
Can this course be used for continuing education credits?
Many of the courses listed on our platform are suitable for professional continuing education. However, acceptance for credit varies by state and licensing board. Please confirm with your board and {course.provider} that this specific course qualifies.
How do I enroll in this online school program?
To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Linear Algebra for ML and Analytics Training' on the Simplilearn online class platform, where you can complete your registration.
