https://github.com/bovem/publications

My publications on Medium
https://github.com/bovem/publications

articles calculus data-science linear-algebra math mathematics matrices python3 science statistics subspaces tensorflow tutorials

Last synced: about 3 hours ago
JSON representation

My publications on Medium

• Host: GitHub
• URL: https://github.com/bovem/publications
• Owner: bovem
• Created: 2019-02-21T15:17:53.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2023-11-06T10:38:28.000Z (about 1 year ago)
• Last Synced: 2024-01-28T12:38:23.783Z (12 months ago)
• Topics: articles, calculus, data-science, linear-algebra, math, mathematics, matrices, python3, science, statistics, subspaces, tensorflow, tutorials
• Language: Jupyter Notebook
• Homepage: https://medium.com/@bovem
• Size: 95.7 KB
• Stars: 51
• Watchers: 3
• Forks: 11
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Medium Publications

## Now publishing on [avni.sh](https://www.avni.sh/)

## [Linear Algebra](https://medium.com/linear-algebra)

  

    

Explaining the concepts of Linear Algebra, from Basics to Advanced. There will also be articles about their application in Computer Science. 

### Basics

* Linear Equation of two variables and Matrices

* Operations on Matrices

* Types of Matrices, Diagonal and Transpose

* Tensors, Scalars, and Vectors

* Gaussian Elimination

* Inverses and Gauss Jordan Elimination

* Vectors

* Vector Components

* Dot and Hadamard Product  

* Minors and Cofactors  

* Determinants  

* Properties of Determinants  

### Advanced

* Row picture and Column Picture

* Linear Independence, Rank of Matrix and Span

* Vector Spaces and Subspaces

* Example of Subspaces

* Row space, Column Space and Null Space  

* Orthogonality and four fundamental Subspaces  

* Dimension and Basis  

* Projections  

* Norms  

* Eigenvalues and Eigenvectors  

### Applications

* List, Arrays, and Matrices in Python3  

## [PyFinance](https://medium.com/pyfinance)

  

Sharing articles about the applications of Python programming language in Financial data modeling.

* Why Python is the best choice for financial data modeling in 2019

* Deploy Jupyter Notebook on AWS EC2 instance  

    

### Statistics  

* Correlation  

### TensorFlow

* Introduction to TensorFlow  

* Graphs and Constants

  

## [Complete Calculus](https://medium.com/complete-calculus)   

  

Explaining concepts of Calculus.

### Limits

* Limits

* Existence of Limits

* Formal Definition of Limits