Projects
Stock Prize Estimation
allows users to analyze stock price trends by fetching historical data for a specified stock symbol and date range.
Stock ML Garph
Clustering Visualization Tool
Visualize K-Means clustering with customizable settings for data samples, clusters, and standard deviation.
Clustering DataVisualization ML
Decision Tree Classifier
Train and visualize a Decision Tree model on classification or regression datasets using Streamlit
DecisionTree DataScience MachineLearning
Apriori Association Rules
Implement the Apriosri algorithm for mining frequent itemsets and generating association rules from transaction data.
AprioriAlgorithm RuleMining Tables
Binning Techniques Vis.
Demonstrating equal width and equal depth binning techniques on user-input or randomly generated data.
DataBinning DataScience DM
Data Cleaning Assistant
A tool to help users clean datasets by handling missing values, removing duplicates, and correcting data types.
DataCleaning DataPreprocessing Duplicates
Sentiment Analysis App
Sentiment analysis on a CSV file, cleans the text, analyzes sentiment, visualizes distribution, and allows data download.
SentimentAnalysis NaturalLanguageProcessing
Music Genre Classifier
Upload an audio file to predict its genre using a pre-trained machine learning model.
AudioClassification MusicGenre
Movie Recommendation System
Enter a movie title to receive personalized movie recommendations based on genre similarity using machine learning.
MovieRecommendation CosineSimilarity
