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Day 42 of #100DaysOfCode

I have created a repository having all my notes and codes of Machine learning specialization course. 🔗

Task

  1. Gradient Descent in ML

Resources

  • Machine Learning Specialization Course 🔗
    • Course 1: Supervised Machine Learning: Regression and Classification 🔗

Topics I have learnt

  1. Gradient Descent
  • Algorithm
  • Working of Gradient Descent
  • How derivative and learning rate effects coefficients
  • How derivatives are calculated
  • Gradient Descent in Action

Software used:

  • Jupyter Notebook
  • Python 3.10.2

My notebooks

  • All of my notes of this course are in my ML speicalization notes repository. 🔗

Conclusion:

Finally!, Today I completed Week 1 of Superivsed Machine Learning course. Today I learned about Batch Gradient Descent algorithm in Linear Regression.