Machine Learning using Python

Computer, Programming Language
0 student

Introduction

  • Introduction to Machine Learning
  • Python for Machine Learning
  • Supervised vs Unsupervised

Regression

  • Introduction to Regression
  • Simple Linear Regression
  • Model Evaluation in Regression Models
  • Evaluation Metrics in Regression Models
  • Multiple Linear Regression
  • Non-Linear Regression

Classification

  • Introduction to Classification
  • K-Nearest Neighbours
  • Evaluation Metrics in Classification
  • Introduction to Decision Trees
  • Building Decision Trees
  • Intro to Logistic Regression
  • Logistic regression vs Linear regression
  • Logistic Regression Training
  • Support Vector Machine

Clustering

  • Intro to Clustering
  • Intro to k-Means
  • More on k-Means
  • Intro to Hierarchical Clustering
  • More on Hierarchical Clustering

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