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Home > Data > Data Science > Linear Algebra for Data Science in Python
Linear Algebra for Data Science in Python
Linear Algebra for Data Science in Python

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

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Mex$179.99 Mex$615.99
Video Jul 2019 56mins 1st Edition
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Mex$179.99 Mex$615.99
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Mex$179.99 Mex$615.99
Video Jul 2019 56mins 1st Edition
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Mex$179.99 Mex$615.99
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Mex$179.99 Mex$615.99
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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

Who is this book for?

This course is designed for aspiring data scientists or anyone who wants to learn linear algebra 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

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Jul 19, 2019
Length: 56mins
Edition : 1st
Language : English
ISBN-13 : 9781839214219
Category :
Data
Languages :
Python
Concepts :
Data Science

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Product Details

Publication date : Jul 19, 2019
Length: 56mins
Edition : 1st
Language : English
ISBN-13 : 9781839214219
Category :
Data
Languages :
Python
Concepts :
Data Science

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Table of Contents

1 Chapters
Linear Algebra Chevron down icon Chevron up icon
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
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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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