Machine Learning - Lab Manual

Write a Python program to compute Central Tendency Measures (Mean, Median, Mode) and Measures of Dispersion (Variance, Standard Deviation)

Study of Python Basic Libraries such as Statistics, Math, NumPy and SciPy

Study of Python Libraries for ML application such as Pandas and Matplotlib

Write a Python program to implement Simple Linear Regression

Implementation of Multiple Linear Regression for House Price Prediction using sklearn

Implementation of Decision tree using sklearn and its parameter tuning

Implementation of KNN using sklearn

Implementation of Logistic Regression using sklearn

Implementation of K-Means Clustering

Performance analysis of Classification Algorithms on a specific dataset (Mini Project)