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Matrix Methods

Mathematical Matrix Methods lie at the root of most methods of machine learning and data analysis of tabular data. Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation. Discover the Singular Value Decomposition that plays a fundamental role in dimensionality reduction, Principal Component Analysis, and noise reduction. Optional examples using Python are used to illustrate the concepts and allow the learner to experiment with the algorithms.
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Rating 3.2★ based on 4 ratings
Length 6 weeks
Starts Jun 26 (47 weeks ago)
Cost $49
From University of Minnesota via Coursera
Instructor Daniel Boley
Download Videos On all desktop and mobile devices
Language English
Subjects Data Science Programming Mathematics
Tags Data Science Machine Learning Math And Logic

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What people are saying

actually helped me understand.the

All readings are well chosen , and actually helped me understand.The video quality needs to be improved.

deeper from outside sources

Pros and cons.Sometimes it's hard to find in this course needed information to solve Assignments.But you have to dig deeper from outside sources.

understand.the video quality needs

discussion forum months ago

There are issues with the practice quizzes that were pointed out in the discussion forum months ago for which there is still no reply.

sections could help along

Better explanations to some sections could help along with explanantions to why answers were right or wrong in Assignments Good set of sections and examples, important topics are considered.

had paid specifically

I would be really angry if I had paid specifically for this course.

right or wrong

still no reply

all readings

better explanations

peculiar lecture

Peculiar lecture style (unusual for Coursera), but it's ok.

advanced than

Some of the reading material is a lot more advanced than the course itself.

Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile.

Survey Methods Specialist $56k

PSD Team member (MATRIX) $64k

Methods Chemist $67k

Methods Manufacturing Engineer $93k

Junior Methods Engineer $102k

Recruiter at MATRIX $107k

Team Recruiter at MATRIX Lead $113k

Methods Engineer 2 $116k

Senior Recruiter at MATRIX $119k

Methods and Tools $134k

Senior Methods Analysis $149k

Staff Methods Analysis $151k

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Rating 3.2★ based on 4 ratings
Length 6 weeks
Starts Jun 26 (47 weeks ago)
Cost $49
From University of Minnesota via Coursera
Instructor Daniel Boley
Download Videos On all desktop and mobile devices
Language English
Subjects Data Science Programming Mathematics
Tags Data Science Machine Learning Math And Logic

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