/ML-Lab

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ML-Lab

Lab exercise from machine learning course

Lab description:

ML Lab1

In this lab work assignment, task assigned is to develop a program that utilizes your knowledge of regression techniques to predict house prices based on the given features. I need to analyze the dataset, preprocess the data, train, and evaluate different regression models, and compare their performance. The dataset for this task is provided, named ‘House Pricing.csv’.

ML Lab2

In this lab work assignment, task assigned is to perform a systematic analysis on the performance of neural network models in classifying the type of wine (red wine / white wine) based on the given features. I need to prepare the dataset, train, and evaluate different classifiers models, and compare their performance. The dataset for this task is provided, named ‘winequality-white.csv’ and ‘winequality-red.csv’.