Action Recognition
Classify different types of human actions from video or text using Transformer models.
Club Projects
Current Projects (Sem 1, 2026)
Previous Projects
Adult Income
Predict whether an individual's income exceeds $50K using demographic data with KNN.
Asteroids NASA
Predict asteroid characteristics and classify them using logistic regression.
Bank Loans
Predict loan approval decisions using logistic regression.
Best Selling Video Games
Predict video game sales based on various features using linear regression techniques.
Cats vs Dogs
Binary image classification to distinguish between cats and dogs using CNNs.
Concrete Cracks
Detect cracks in concrete structures using CNN-based image classification.
Customer Churn
Predict customer churn using ensemble learning and Random Forest models.
Customer Groups
Group customers based on purchasing behavior and demographics using clustering techniques.
Cybersecurity Attacks
Detect and classify cybersecurity threats using Random Forest algorithms.
Energy Consumption
Analyze energy usage patterns and predict future consumption with linear regression.
Fake News Detection
Classify news articles as real or fake using logistic regression.
Formula 1
Predict race outcomes and performance metrics of Formula 1 drivers using linear regression.
Garbage Type
Classify different types of waste for recycling using CNNs.
General Clustering Exercises
Practice various clustering techniques on diverse datasets.
Glass Classification
Classify types of glass based on chemical composition using KNN.
Heart Disease Predictions
Predict the presence of heart disease based on patient medical data using logistic regression.
Marine Engine
Predict marine engine failures and maintenance needs using Random Forest models.
Musical Instruments
Recognize different musical instruments from images using CNNs.
Nokia Snake
Train an agent to play the classic Nokia Snake game using reinforcement learning.
Penguin Species
Cluster penguin species based on physical characteristics using unsupervised learning.
Physical Activity
Classify different types of physical activity from sensor data using KNN.
Pokémon
Predict Pokémon stats based on other characteristics using linear regression.
Reddit Breakup Stories
Analyze and classify the emotional content of Reddit breakup stories using Transformers.
Retail Sales Trends
Predict future retail sales based on historical data using linear regression.
Social Networks
Identify communities and patterns in social network data using clustering techniques.
Vehicle Type
Classify different types of vehicles from images using Convolutional Neural Networks.
YouTube Videos
Classify YouTube videos based on content and metadata using Transformer models.