Analyze audio files and generate natural-language descriptions of musical style and composition - Now with free WebApp!
WebApp: Analyze portrait images and generate photographer-grade natural-language prompts that loyally recreate the shot in image-generation models (Nano Banana, GPT-Image, etc.).
Descriptive Data Mining for UK Retail Dataset
Exploring and predicting customers' churning from credit card service
Legacy Python workflow for an ATS 2020 central sleep apnea descriptive analysis
Descriptive Analysis of a data set (web crawled from Mudah.my) of condominiums in Malaysia, and a subsequent predictive model built on the analysis to predict, gauge, and analyze future prices and outcomes in the Malaysian Condominium Housing Market.
Support business intelligence (descriptive analysis via OLAP), reporting, and data analysis.
Continuous Intelligence Project 6
Constant Learner
📊 A lightweight CLI tool for descriptive statistics on CSV data — mean, median, std dev, percentiles & histograms — powered by NumPy with educational manual cross-checks
This is a dynamic Cryptocurrency Analysis Dashboard built with Streamlit and Plotly, covering 10 major cryptocurrencies (BTC, ETH, etc.). It visualizes advanced analytics like Time Series Decomposition, Global Correlation Heatmaps, and Volatility, with all data converted to Indian Rupees (INR) and controlled by global filters.
Determined bank customer’s subscription credibility by training ML model, achieving an accuracy of 88%. Visualized model predictions against past data to facilitate data-driven decision-making.
1. Deskriptiva / baza frekvencija, relativna frekvencija, empirijska raspodela, histogram, ECDF, mean/median/mode, varijansa, skew/kurtosis, kvantili, rolling stats, gap/recency, hot-cold, co-occurrence count
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