Data science/Analysis Health Care Portfolio

Overview

Health-Care-DS-Projects

Data Science/Analysis Health Care Portfolio Consists Of 3 Projects:

  1. Mexico Covid-19 project, analyze the patient medical history data and try to predict if the patient will be Covid-19 Considered or not using ML Algorithms.
  2. Analyze Cancer Data and Find the main patterns and insights through the data.
  3. Brain Tumour Prediction Using CNN(Convolutional Neural Network).

The Main Folders:

  1. Src Folder: Contains The Source Code in Jupyter Files.
  2. Data Folder.
Owner
Mohamed Abd El-Mohsen
I'm an AI competition expert @Kaggle, Certified Data Analyst @Udacity, an AI intern @Samsung, and Data Science intern @Spark, Data Science Contributor @Omdena.
Mohamed Abd El-Mohsen
Udacity-api-reporting-pipeline - Udacity api reporting pipeline

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Analysis scripts for QG equations

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Option Pricing Calculator using the Binomial Pricing Method (No Libraries Required)

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Exploratory data analysis

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Data and code accompanying the paper Politics and Virality in the Time of Twitter

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Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.

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An easy-to-use feature store

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A Python package for modular causal inference analysis and model evaluations

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MeSH2Matrix - A set of Python codes for the generation of biomedical ontologies from the MeSH keywords of the PubMed scholarly publications

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Pyspark project that able to do joins on the spark data frames.

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Python ELT Studio, an application for building ELT (and ETL) data flows.

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Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.

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