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