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100daysofmlcode

This repository contains all the required resources regarding the 100+ Days Of ML Code Telgram Group which was driven by me from 1-1-2019 to 31-12-2019 !!

1804_python_healthcare

pdf, py, and jupyter notebook files for https://pythonhealthcare.org/

awesome-healthcare

Curated list of awesome open source healthcare software, libraries, tools and resources.

awesome-healthcare-datasets

A curated list of awesome healthcare datasets in the public domain.

cancer-prediction-in-early-stages

Machine learning techniques can be used to overcome these drawbacks which are cause due to the high dimensions of the data. So in this project I am using machine learning algorithms to predict the chances of getting cancer.

cdr_analysis_using_k_means_with_r

Call Detail Record (CDR) is the information captured by the telecom companies during the Call, SMS and Internet activity. These information’s provides insights about the customer needs when it is used with customer demographics. Most of the telecom companies using call detail record information in the fraud detection by clustering the user profiles, Customer churn by usage activity and targeting the profitable customers by using RFM analysis.

cms-medicare-data-fraud-detection

CMS Medicare Fraud Detection

codealong_wednesdays

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

computationalhealthcare

A platform for analysis & development of machine learning models using large de-identified healthcare datasets.

coursera-data-science-python

Repository for Applied Data Science with Python Specialisation by Coursera.

coursera_capstone

This repository has the capstone projects that I did for my Data Science profession certification

covid-safegraph

Starter code to connect to SafeGraph's open source data for COVID-19 analysis.

credit-card-fraud-detection

Objective is to find the top 10 similar transactions for any given transaction in the dataset using Linear Algebra.Calculate similarity(i,j) = cosine^-1(dot product (vi, vj) / (length(vi) * length(vj)) ) Find out top 10 transactions in the dataset which have the lowest similarity(i,j).

data-mining-ut

This was done as part of coursework at UT. The course Data Mining in EE was taught by Prof. Joydeep Ghosh.

data-science

Collection of useful data science topics along with code and articles

data-science--cheat-sheet

Cheat Sheets

data_science_python_projects

Contains a sample of projects I've done using Python

dataanalysislab

datasciencecoursera

Data science toolbox course project repo

datasharing

The Leek group guide to data sharing

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

dissertation_2022

This repository contains the python code used in my dissertation work as part of my PhD at UT Austin.

explainable_cdss_for_therapy_planning

This work addresses the need for explainable clinical decision support systems in form of Bayesian networks.

ghosh-datamining-proj

Repo for Data mining project

healthcare_data_projects

healthcareai-py

Python tools for healthcare machine learning

kaggle_hospital_inpatient

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

kt

Useful code snippets