COVID-19 Data Analysis & Visualization

Use Python (NumPy, Pandas, Matplotlib, Seaborn) to clean, analyze, and visualize real-world pandemic data.

Python Chatbot (Rule-Based AI)

Build a chatbot that answers queries using simple AI rules and search algorithms.

House Price Prediction (Regression) 

Train ML models to predict housing prices based on features like size, location, etc.

Customer Segmentation (K-means Clustering) 

Apply unsupervised learning to group customers based on buying behavior.

Handwritten Digit Recognition (MNIST)

Create a neural network to classify digits (0–9) from images.

Cats vs Dogs Image Classifier (CNN)

Train a Convolutional Neural Network for binary image classification.

Twitter Sentiment Analyzer (NLP)

Perform sentiment analysis on tweets (positive/negative/neutral) using NLP.

Music Genre Classifier (CNN) 

Build a classifier that predicts the genre of music using spectrograms and deep learning.

AI Chatbot with NLP (E-commerce Support)

End-to-end chatbot that handles customer queries using Natural Language Processing.

Stock Price Predictor (ML + DL Hybrid)

Combine ML regression models with deep learning for time-series stock price forecasting.

Recommendation System (Netflix/Amazon Style)

Design a hybrid recommendation engine using collaborative + content-based filterin