Linear Algebra for Data Science Using Python Specialization

This Specialization is for learners interested in exploring or pursuing careers in data science or understanding some data science for their current roles. This course will build upon your previous mathematical foundations and equip you with key applied tools for using and analyzing large data sets.
What You Will Learn:

  • Use Python to solve vector equations
  • Apply linear algebra concepts such as the inverse of a matrix, row reduction, and eigenvalues and eigenvectors
  • Use regression models
  • Apply linear algebra to analyze data, create, and make predictions based off of a regression model
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Fundamental Linear Algebra Concepts with Python (Coursera) Coursera
Howard University

Fundamental Linear Algebra Concepts with Python (Coursera)

Discover the fundamentals of linear algebra with this comprehensive online course. Learn to solve complex problems using Python, mastering techniques such as finding inverses, matrix algebra, and linear transformations. Perfect for beginners and professionals alike, this course will equip you with essential skills in linear algebra through engaging exercises and practical applications.

Jun 22nd 2026
4 Weeks
Introduction to Linear Algebra and Python (Coursera) Coursera
Howard University

Introduction to Linear Algebra and Python (Coursera)

Embark on a journey into the world of linear algebra with our introductory course, designed specifically for beginners. Learn essential concepts and apply them through Python programming to solve real-world problems. Ideal for students, data science enthusiasts, and business professionals aiming to leverage data science principles effectively.

Jun 22nd 2026
4 Weeks
Building Regression Models with Linear Algebra (Coursera) Coursera
Howard University

Building Regression Models with Linear Algebra (Coursera)

Embark on a journey into the world of regression models with this insightful course. From understanding different types of regression to applying the Method of Least Squares manually and programmatically using Python, you'll gain a deep understanding of how linear regression can be used to identify patterns in scenarios. Start building your predictive modeling skills today!

Jun 22nd 2026
4 Weeks
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