/Machine-Learning-Assignments

ML Lab Assignment

Primary LanguageJupyter Notebook

Machine Learning Lab Assignment

  • Using Python Language & it's library, Jupyter Notebook
  • Concepts - CNN, Linear & Logistic Regression, Differentiation

✅Lab Final Assignment

  • Bank Term Deposit Prediction Using Logistic Regression - Dataset
  • Pneumonia Detection Using CNN - Dataset

✅Class Assignment

  • Drawing Contour Plot for gradient descent in 4k House dataset
  • Drawing Decision Boundary Using Logistic Regression
  • Matrix Differentiation Math Using Chain Rule
  • Data Scaling in Neural Network