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+ +
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+ + +
+
+
+ Data Mining +
+ by Ghanshyamsinh Zala +
+
+

+ DataVerse +

+

+ DataVerse is an innovative platform designed to empower users with
+ cutting-edge data analysis tools. Explore various data mining
+ techniques and machine learning models to unlock insights from your + data. +

+
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+ + + + + + + +
+ +
+ +

+ Projects +

+ + +
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+ Card 1 +
+ +
+
+
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 +

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+ Explore +
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+ +
+ Card 1 +
+ +
+
+
Clustering Visualization Tool
+

+ Visualize K-Means clustering with customizable settings for data samples, clusters, and standard deviation. +

+

+ Clustering + DataVisualization + ML +

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+ Explore +
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+ Card 1 +
+ +
+
+
Decision Tree Classifier
+

+ Train and visualize a Decision Tree model on classification or regression datasets using Streamlit +

+

+ DecisionTree + DataScience + MachineLearning +

+ +
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+ Explore +
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+ Card 1 +
+ +
+
+
Apriori Association Rules
+

+ Implement the Apriosri algorithm for mining frequent itemsets and generating association rules from transaction data. +

+

+ AprioriAlgorithm + RuleMining + Tables +

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+ Explore +
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+ Card 1 +
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+
Binning Techniques Vis.
+

+ Demonstrating equal width and equal depth binning techniques on user-input or randomly generated data. +

+

+ DataBinning + DataScience + DM +

+ +
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+ Explore +
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+ Card 1 +
+ +
+
+
Data Cleaning Assistant
+

+ A tool to help users clean datasets by handling missing values, removing duplicates, and correcting data types. +

+

+ DataCleaning + DataPreprocessing + Duplicates +

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+ Explore +
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+ Card 1 +
+ +
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+
Sentiment Analysis App
+

+ Sentiment analysis on a CSV file, cleans the text, analyzes sentiment, visualizes distribution, and allows data download.

+

+ SentimentAnalysis + NaturalLanguageProcessing + +

+ +
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+ Explore +
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+ Card 1 +
+ +
+
+
Music Genre Classifier
+

+ Upload an audio file to predict its genre using a pre-trained machine learning model.

+

+ AudioClassification + MusicGenre + +

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+ Explore +
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+ Card 1 +
+ +
+
+
Movie Recommendation System
+

+ Enter a movie title to receive personalized movie recommendations based on genre similarity using machine learning.

+ MovieRecommendation + CosineSimilarity + +

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+ Explore +
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+ +
+ +

The Developer

+ + +
+ Profile Picture +
+ + +
Ghanshyamsinh Zala
+ + +

Freelancer & Developer

+ + +

+ A passionate developer with expertise in building scalable
web applications and a keen interest in exploring new technologies. +

+ + +
+ Follow me here +
+
+
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