Classification

  • kNN – How it works?
  • kNN – Python Implementation
  • Decision Tree Classifier and Random Forest Classifier in Python
  • SVM – How it works?
  • SVM – Python Implementation

Regression

  • Simple Linear Regression
  • Multiple Linear Regression
  • Decision Trees
  • Random Forest
  • Decision Trees and Random Forest – Python Implementation

Preprocessing

  • Importing a dataset in python
  • Resolving Missing Values
  • Managing Category Variables
  • Training and Testing Datasets
  • Normalizing Variables
  • Normalizing Variables – Python Code

Python Data-Types

  • Numbers – Integer, Float, Complex Numbers
  • Boolean
  • String, String operations and Methods
  • Lists Methods
  • Tuples
  • Sets
  • Dictionaries
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