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Fahim Muntasir fahim-muntasir-niloy

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fahim-muntasir-niloy / Python Course.md
Created September 16, 2023 12:45
Python For Machine Learning

1. Know Your Tools 🔨

  • Install Softwares

2. Intro to Python 🐍

  1. Python datatype Int, Float, Complex number, List, Tuple, Set, String, Dict etc
  2. Control Structure in Python
  3. Loops For, while
  4. If - else Statements
  5. Operators & etc.
@fahim-muntasir-niloy
fahim-muntasir-niloy / SHAP.md
Created December 7, 2023 16:36
SHAP Explainable AI - Easy Modular Code 
import shap

def shap_plot(base_model, instance):
    """
    Description: SHAP Plot for feature importance, with local and global expalanation.
    Created By: Fahim Muntasir
    Date: 7/12/23