Free New DeepLearning.AI course on Linear Algebra for Machine Learning and Data Science

DeepLearning.AI is provided free courses on Linear Algebra for Machine Learning and Data Science

Are you curious about the magic behind machine learning and data science? Look no further than linear algebra! Linear algebra is the backbone of many of the key concepts and tools used in machine learning and data science, making it an essential area of study for anyone interested in these fields.

Linear algebra is an essential branch of mathematics that plays a critical role in machine learning and data science. It provides a powerful set of tools for working with matrices, vectors, and linear transformations, which are used extensively in data science to represent, analyze, and manipulate data.

The course is provided by DeepLearning.AI on the Coursera platform which you can audit for free.

Linear Algebra for Machine Learning and Data Science (Photo by Antoine Dautry on Unsplash)

Curriculum:

Week 1: System of Linear Equation

Matrices are used to represent datasets and perform various operations on data. Here are some ways that matrices are used in data science:

1. Data representation: In data science, matrices are used to represent datasets, where each row represents a data point…