https://github.com/har8899/python-for-machine-learning

https://github.com/har8899/python-for-machine-learning

arrays matrices oreilly pycharm python pythonforeverybody pythonformachinelearning vectors

Last synced: 5 days ago
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• Host: GitHub
• URL: https://github.com/har8899/python-for-machine-learning
• Owner: Har8899
• Created: 2024-07-18T11:15:43.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-07-29T15:12:08.000Z (3 months ago)
• Last Synced: 2024-10-09T18:43:24.421Z (27 days ago)
• Topics: arrays, matrices, oreilly, pycharm, python, pythonforeverybody, pythonformachinelearning, vectors
• Language: Python
• Homepage:
• Size: 75.2 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# Machine-Learning-basics

## Vectors, Matrices and Arrays 

 Problems



 1.1 Creating a Vector link



1.2 Create a Matrix link



 1.3 Selecting Elements link



1.4 Describe a Matrix link



1.5 Applying operations to elements link



1.6 Finding minimun and maximum values link



1.7 Calculating Average, Variance and Standard Deviation link



1.8 Reshaping Arrarys link



1.9 Transposing the Matrix link



1.10 Flattening a Matrix link



1.11 Rank of the Matrix link



1.12 determinat of a matrix link



1.13 Getting the Diagonal of a Matrix link



1.14 Calculating the Trace of a Matrix link



1.15 Finding Eigenvalues and Eigenvectors link



1.16 Calculating Dot Products link



1.17 Adding and Subtracting Matrices link



1.18 Multiplying Matrices link



1.19 Inverting a Matrix link



1.20 Generating Random Values link





## Loading Data

  Problems

  
 

    
 2.1 Loading a Sample Dataset Link



    
2.2 Creating a Simulated Dataset

    
2.3 Loading a CSV File 

    
2.4 Loading an Excel File 

    
 2.5 Loading a JSON File

    
2.6 Querying a SQL Database