kcnaiamh/machine-learning-lab

Machine Learning Lab

machine-learning-lab

Machine Learning Lab

Topics

• Lab-01: Logistic Regression
• Lab-02: Support Vector Machine (SVM)
• Lab-03: Decision Tree and Random Forest
• Lab-04: K-Nearest Neighbour (KNN)
• Lab-05: Evaluation Metrics
• Lab-06: Sentiment Analysis
• Lab-07: Linear Regression
• Lab-08: K-means Clustering

Lab 05: Evaluation Metrics used in Machine Learning

• Dataset: https://www.kaggle.com/datasets/fedesoriano/heart-failure-prediction
• Tutorial: https://www.kaggle.com/code/pythonafroz/evaluation-metrics-used-in-machine-learning

Lab 06: Sentiment Analysis

• Dataset: IMDB Dataset of 50K Movie Reviews
• Tutorial: https://www.kaggle.com/code/lakshmi25npathi/sentiment-analysis-of-imdb-movie-reviews