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Linear Algebra for Data Science in Python [Video]

Linear Algebra for Data Science in Python: Get started with using linear algebra in your data science projects [Video]

By 365 Careers Ltd.
$29.99
Video Jul 2019 0 hours 56 minutes 1st Edition
Video
$29.99
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$15.99 Monthly
Video
$29.99
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$15.99 Monthly

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Product Details

Publication date : Jul 19, 2019
Length 0 hours 56 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781839214219
Category :
Data
Languages :
Python (Intermediate)
Concepts :
Data Science
toc View table of contents toc Download Code

Key benefits

  • Learn linear algebra for data science and understand the essential concepts
  • Understand matrix, scalars, and vectors and learn how to use them

Description

Vectorizing your code is an essential skill to make your calculations faster and take advantage of the capabilities of modern machine and deep learning packages. This course will get you up and running with linear algebra fundamentals for data science in Python. In this course, you will learn about scalars, vectors, and matrices and the geometrical meaning of these objects. You will also learn how you should use linear algebra in your Python code. In addition to this, you’ll be able to perform operations such as addition, subtraction and dot product. As you cover further sections, you’ll focus on the different syntactical errors you can encounter while vectorizing your code. By the end of this course, you will have gained the skills you need to use linear algebra confidently in your data science projects. All code and supporting files for this course are available at - https://github.com/PacktPublishing/Linear-Algebra-for-Data-Science-in-Python

What you will learn

Focus on the addition and subtraction of Matrix Understand errors when adding matrices Learn why linear algebra is useful

What do you get with a video?

Feature icon Download this video in MP4 format
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details

Publication date : Jul 19, 2019
Length 0 hours 56 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781839214219
Category :
Data
Languages :
Python (Intermediate)
Concepts :
Data Science

Table of Contents

1 Chapters
Linear Algebra Packt Packt
What is matrix
Scalars and vectors
Linear algebra and geometry
Arrays in Python
What is a tensor
Adding and subtracting matrices
Errors when adding matrices
Transpose
Dot product of vectors
Dot product of matrices
Why are matrices useful?

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Authors (1)

Profile 365 Careers Ltd.
365 Careers’ courses have been taken by more than 203,000 students in 204 countries. People working at world-class firms such as Apple, PayPal, and Citibank have completed 365 Careers trainings. By choosing 365 Careers, you make sure you will learn from proven experts who have a passion for teaching, and can take you from beginner to pro in the shortest possible amount of time. If you want to become a financial analyst, a finance manager, an FP&A analyst, an investment banker, a business executive, an entrepreneur, a business intelligence analyst, a data analyst, or a data scientist, 365 Careers’ courses are the perfect place to start.
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