**A Top Machine Learning Algorithm Explained: Support Vector Machines (SVM)** - Mar 18, 2020.

Support Vector Machines (SVMs) are powerful for solving regression and classification problems. You should have this approach in your machine learning arsenal, and this article provides all the mathematics you need to know -- it's not as hard you might think.

Tags: Algorithms, Explained, Linear Algebra, Machine Learning, Support Vector Machines, SVM

**10 Free Must-See Courses for Machine Learning and Data Science** - Nov 8, 2018.

Check out a collection of free machine learning and data science courses to kick off your winter learning season.

Tags: Data Science, Deep Learning, fast.ai, Google, Linear Algebra, Machine Learning, MIT, NLP, Reinforcement Learning, Stanford, Yandex

**New Book: Linear Algebra – what you need for Machine Learning and Data Science now** - Oct 24, 2018.

From machine learning and data science to engineering and finance, linear algebra is an important prerequisite for the careers of today and of the future. Learn the math you need with this book.

Tags: Beginners, Book, Linear Algebra, Machine Learning, Mathematics, Richard Han

**Boost your data science skills. Learn linear algebra.** - May 3, 2018.

The aim of these notebooks is to help beginners/advanced beginners to grasp linear algebra concepts underlying deep learning and machine learning. Acquiring these skills can boost your ability to understand and apply various data science algorithms.

Tags: Data Science, Linear Algebra, Mathematics, numpy, Python