Data Science & Analytics

198 learners

Basic Linear Algebra with SciPy

This course introduces participants to SciPy’s linear algebra capabilities, focusing on solving linear equations, understanding eigenvalues and eigenvectors, matrix decomposition, and working with sparse matrices. By the end of the course, learners will gain a practical understanding of applying linear algebra solutions effectively in Python.

MatPlotLib

Python

SciPy

See path

4 lessons

15 practices

1 hour

Mathematics and Statistics

Course details

Vector Norm, Matrix Determinant, and Inverse Matrix with SciPy

Preview

Comparing Vector Magnitudes with Norms

Calculating L1 Norm in SciPy

Determinant for System Solvability

Calculate the Inverse of a Matrix

Previous Course Next Course: Introduction to Statistics with SciPy

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Faith Yim

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It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

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Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

Basic Linear Algebra with SciPy

Course details

Unit 14 practices16 min

Unit 23 practices13 min

Unit 33 practices13 min

Unit 45 practices19 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community