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Hello, folks!

Iā€™m @FarzanaZAli šŸ¤“

  • šŸ‘€ My research interests include Deep learning/ML and timeseries analysis
  • šŸŒ± Iā€™m currently learning multitask models and multi-label outputs for deep learning
  • šŸ’žļø Iā€™m looking to expand my work on medical image analysis with deep learning and wearable sensor data analysis with Actigraphy
  • šŸ“« You can reach me at [email protected]

If you're a social šŸ¦‹, come find me on Twitter or LinkedIn

Farzana's Scintillating Languages Card

Farzana Z Ali's Projects

2021-10-11-stonybrook icon 2021-10-11-stonybrook

This webpage contains workshop details and instructions on what learners will need to install on their computers.

code icon code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

dagdata icon dagdata

Data for the HarvardX courses: PH525x

dicom-sr icon dicom-sr

DICOM Structured Reports on FHIR implementation guide

gitsocial icon gitsocial

Add social media icons to your GitHub README files.

glosario icon glosario

A multilingual glossary for computing and data science terms.

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

install icon install

Installation and run scripts for configuration a new machine

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

lab-workshops icon lab-workshops

Materials for workshops on text mining, machine learning, and data visualization

labs icon labs

Rmd source files for the HarvardX series PH525x

lme4 icon lme4

Mixed-effects models in R using S4 classes and methods with RcppEigen

machinelearningformedicalimages icon machinelearningformedicalimages

Example code on how to apply machine learning methods to medical images. Contains code (python and python notebooks) and data (DICOM)

medicalnet icon medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

pyactigraphy icon pyactigraphy

Python-based open source package for actigraphy data analysis

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

stat4ml icon stat4ml

Statistics and Mathematics for Machine Learning, Deep Learning , Deep NLP

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