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ijayock's Projects

ai-in-2d-medical-imaging icon ai-in-2d-medical-imaging

In this project I have build algorithm for deducting pneumonia using chest X-ray. The dataset for this project was curated by the NIH specifically to address the problem of a lack of large x-ray datasets with ground truth labels to be used in the creation of disease detection algorithms.

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

cleanx icon cleanx

Python library for exploring, cleaning, normalizing, and augmenting large datasets of radiological data.

covid-ct icon covid-ct

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

data-engineering-nanodegree icon data-engineering-nanodegree

Solution to all projects of Udacity's Data Engineering Nanodegree: Data Modeling with Postgres & Cassandra, Data Warehouse with Redshift, Data Lake with Spark and Data Pipeline with Airflow.

dsnd_term2 icon dsnd_term2

Contains files related to content and project of DSND Term 2

ijayock icon ijayock

Config files for my GitHub profile.

isic2018 icon isic2018

Code for the ISIC2018 Lesion Diagnosis Challenge

keras-io icon keras-io

Keras documentation, hosted live at keras.io

lightly icon lightly

A python library for self-supervised learning on images.

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

mlops icon mlops

The repository contains a list of projects which I will work on while learning and implementing MLOps.

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