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navjindervirdee/machine-learning-from-scratch

Detailed implementation of various machine learning algorithms from scratch using python language.

Machine Learning from Scratch

Linear Regression with One Variabale from Scratch

Tutorial Videos on Youtube:

Functions Implemented:

  • Dataset Visualization - Using matplot library
  • Forward Propagation - Simple linear equation
  • Cost Function - Mean squared difference
  • Back Propagation - Simple gradient descent
  • Update Parameters
  • Training

Libraries Used:

  • Numpy
  • Matplot
  • Pandas

Language and Platform

  • Python
  • Jupyter Notebook

Languages

Jupyter Notebook100.0%

Contributors

Created April 16, 2019
Updated December 2, 2019
navjindervirdee/machine-learning-from-scratch | GitHunt