Essential Math for Machine Learning: Python Edition

Online Course

edX
Essential Math for Machine Learning: Python Edition

What is the course about?

Essential Math for Machine Learning: Python Edition
The course Essential Math for Machine Learning: Python Edition is an online class provided by Microsoft through edX. The skill level of the course is Intermediate. It may be possible to receive a verified certification or use the course to prepare for a degree.
Learn the essential mathematical foundations for machine learning and artificial intelligence.
Course description
This course is part of the Microsoft Professional Program Certificate in Data Science and Microsoft Professional Program in Artificial Intelligence.Want to study machine learning or artificial intelligence, but worried that your math skills may not be up to it? Do words like “algebra’ and “calculus” fill you with dread? Has it been so long since you studied math at school that you’ve forgotten much of what you learned in the first place?You’re not alone. machine learning and AI are built on mathematical principles like Calculus, Linear Algebra, Probability, Statistics, and Optimization; and many would-be AI practitioners find this daunting. This course is not designed to make you a mathematician. Rather, it aims to help you learn some essential foundational concepts and the notation used to express them. The course provides a hands-on approach to working with data and applying the techniques you’ve learned.This course is not a full math curriculum; it’s not designed to replace school or college math education. Instead, it focuses on the key mathematical concepts that you’ll encounter in studies of machine learning. It is designed to fill the gaps for students who missed these key concepts as part of their formal education, or who need to refresh their memories after a long break from studying math.edX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow this link to complete an application for assistance.

Prerequisites & Facts

Essential Math for Machine Learning: Python Edition

Course Topic

Computer Science, Data Analysis and Statistics, Math

University, College, Institution

Microsoft

Course Skill Level

Intermediate

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Degree & Cost

Essential Math for Machine Learning: Python Edition

To obtain a verified certificate from edX / Microsoft you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (99.00 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Microsoft
Essential Math for Machine Learning: Python Edition
provided by edX

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Essential Math for Machine Learning: Python Edition
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School: Microsoft
Topic: Computer Science, Data Analysis and Statistics, Math
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