This repository contains code used to create Paper "Navigating Complexity: Evaluating the Effectiveness of Dimension Reduction and Clustering Approaches on Challenging Datasets" as a Bachelor's thesis for EUR.

Code and Slides for PyData Conference (India 2017)

An extendable Pyramid application using PCA and Jinja2 plugins

Human Gesture Recognition using machine learning techniques.

Projeto Curricular Articulador - UnigranRio 2018.2

Fashion-MNIST Embedding Visualization using TensorFlow Projector

Collection of Code used in Articles for Coffee and Data Science

This Project is aimed at implementing Collaborative Filtering to learn user's missing preference and further predicting their missing ratings for the movies

CART, K-Means, Apriori, Adaboost, RFE; models using Anti-cancer peptides vs Human proteins

Recommender System wrapped with a Binary Classifier

The goal of this R Function is to compress arbitrary images using numerical principal component analysis techniques to obtain the most visually appealing compressed image.

Using Edge Detection > PCA > FDA

Public data for the Embedding Projector

This repo is for PCA from scratch for mnist dataset

Machine Learning course projects

Implementation of some famous machine learning algorithm from scratch

Practical Implementation of Linear Discriminant Analysis to identify faces

Prediction of covid-19 related mortality with Evaluating the effectiveness of the drugs consumed using PCA, correlation analysis and Random forest

Generated analysis of cryptocurrencies is available on the trading market and how they can be grouped using classification. To do this I used unsupervised learning and Amazon SageMaker by clustering cryptocurrencies and creating plots to present results.