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Michel Arents's Projects

convert-class-shape icon convert-class-shape

Convert class shapes: polygons to rectangles, bitmaps to polygons and others transformations

coopnet icon coopnet

Descriptor and Generator components of CoopNet

covid-19-dashboard icon covid-19-dashboard

Worldwide covid-19 Tableau dashboard included time based map graph. Data keep updated by a SSIS ETL package. Data provided by @CSSEGISandData.

csv2db icon csv2db

A simple python ETL tool: CSV -> SQL

custom_web_dashboard-dash_by_plotly icon custom_web_dashboard-dash_by_plotly

Using dash (plotly) to create a web application to show a custom dashboard with python and html/css. Included fuzzy search algorithm (Levenshtein and Metaphone) to filter through data in the table

customer-churn icon customer-churn

Using a Telecom's dataset, this project develops both an analysis to understand possible correlations and a model for predicting customer churn.

daily_data_noaa icon daily_data_noaa

First steps to use a Python application to collect daily weather data from NOAA.

dash-recipes icon dash-recipes

A collection of scripts and examples created while answering questions from the greater Dash community

dash-svm icon dash-svm

Interactive SVM Explorer, using Dash and scikit-learn

data-analysis-and-mining icon data-analysis-and-mining

Here is a collection of my notebooks relating to Data Analysis, Data Mining, Data Exploration and visualization.

data-mining-purple icon data-mining-purple

This repository contains my data mining laboratory works from the 4th course of Computer Science in KhNU by the name of V. N. Karazin.

data-science icon data-science

Collection of useful data science topics along with code and articles

data-science-portafolio icon data-science-portafolio

:notebook: [Active] Portafolio of data science projects. Using: Python, PyTorch, Spark, Tensorflow, Scikit, Keras. Includes Classification, Regression, Time series, NLP, Deep learning, among others.

data-science-portfolio icon data-science-portfolio

Portfolio of data science projects created by me consisting of python notebooks, and case studies.

data-science-study icon data-science-study

This repository contains jupyter notebook and other resources made by me during learning Data Science

datalake-etl-pipeline icon datalake-etl-pipeline

Simplified ETL process in Hadoop using Apache Spark. Has complete ETL pipeline for datalake. SparkSession extensions, DataFrame validation, Column extensions, SQL functions, and DataFrame transformations

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