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shubhamagarwal1616's Projects

charity_donor icon charity_donor

The project involves implementing various Supervised Learning Algorithms on the US Census Data 1994 to categorize individuals making more than $50,000 to enable charities request for donations by targeting these individuals.

charts icon charts

Curated applications for Kubernetes

customer_segmentation icon customer_segmentation

Using Unsupervised Learning techniques for instance clustering algorithms like Gaussian Mixture Models and dimensionality reduction like PCA for segmenting customers based on the provided feature dataset.

dbscan icon dbscan

Using DBSCAN Algorithm on various datasets

eye-wink-detection-using-eeg-signals icon eye-wink-detection-using-eeg-signals

In this project, we address the problem of eye-blink detection and analysis of left and right human eye blinks using EEG signals with help of Neurosky Mindwave Mobile. The purpose of this project is to monitor and understanding of eye blinks for proper communication with a person

fastica icon fastica

Implementing FastICA algorithm to seperate wave music mix files

gaussian-mixture-model icon gaussian-mixture-model

Using GMM and KMeans for clustering a randomly generated dataset and iris dataset and comparing their performances using Clustering Validation technique like Adjusted Rand Index(ARI).

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