Data Science Chronicles by Rupesh

Hi there, I'm Rupesh 👋

I stay curious & learn new things related to data science and machine learning. The transformative process of turning data into stories and unraveling the hidden patterns and insights that lies within it captivates me towards the infinite possibilies that data holds. Join me in this journey, and together, we'll unravel the tales hidden within the vast landscapes of data.

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Recent Projects
Project Web Design
Machine Learning Projects
Data Science
Machine Learning

Dive into the dynamic realm of machine learning through a curated collection of diverse projects. This exploration spans various algorithms, including Linear Regression, Naive Bayes, Support Vector Machines, Decision Trees, Random Forest, K-Means Clustering, Time Series Analysis, and more.

Project Fire
JavaFX Quiz App
Java
JavaFX
CSS

Discover the JavaFX Quiz App, a dynamic application seamlessly blending education and entertainment. Offering an engaging citizenship assessment test—MasathaiQuiz—it enables people fosters unity among individuals from Malaysia, Thailand, and Singapore.

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Unveiling Stock Market Patterns with Eigenvectors and Covariance Analysis

May 28, 2025
Discover how linear algebra concepts like eigenvectors, eigenvalues, and covariance matrices reveal hidden patterns in stock returns. Learn with Python code how to extract dominant trends from multiple stocks using real mathematical tools.
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Harnessing the Power of PySpark: Essential Concepts and Techniques for Big Data Analytics

Aug 8, 2024
Explore PySpark: Learn how to use PySpark for big data processing, including essential concepts and machine learning. Discover practical techniques to handle large datasets and build effective models.
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Gradient Descent: The Never-Ending Quest for a Better Solution

Jun 20, 2024
Understand the Theory of Gradient Descent: Explore how this fundamental tool optimizes machine learning models, minimizing errors and enhancing performance effectively.

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