MachineLearning

My Journey Learning ML with Coursera's Machine Learning Course by Andrew Ng

Supervised Learning

• Linear Regression
  • Salary Example (Basic input to output)
  • House Price Example (Multiple Features & Feature Scaling Used)
• Classification
  • BreastCancerExample (Logistic Regression to predict is Cancer is Malignant or benign)

Neural Networks

• Python Implementation of Neural Network (Simple Dense Layer)
• Binary Digit (0 & 1) Recognition using Neural Network (using filtered MNIST Dataset of 0 & 1)
• Full Digit Recognition using Neural Network (using MNIST Dataset)

Unsupervised Learning

• Clustering
  • K-Means Clustering (Basic K-Means Clustering)
  • K-Means Interactive (Interactive K-Means Clustering)
  • Clustering Countries (Clustering Countries based on GDP & Life Expectancy)