farhanzafrani / Mathematics-for-Machine-Learning-and-Data-Science

Mathematics for Machine Learning and Data Science, course material and solution to the labs and assignments

Mathematics-for-Machine-Learning-and-Data-Science

This repository is to store all the lab and assignments of the Specialization in Mathematics for Machine Learning and Data Science. It will help to keep a record of the course material for future use, also it might help the viewer to take the guidance of the learning.

Courses in the Specialization

• Linear Algebra for Machine learning and Data Science
• Calculus for Machine Learning and Data Science
• Statistics and Probability for Machine Learning and Data Science

Linear Algebra for Machine Learning and Data Science

Linear Algebra is of immense importance to learn as most of the data calculation i.e., Matrix Multiplication, etc are based on Linear Algebra. This course includes all the essential topics needed for a data professional to learn and apply the algorithm to extract meaningful results from hidden data. Following are the main topics that are the parts of this course.