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mmuratarat Goto Github PK

followers: 75.0 following: 59.0 repos: 35.0 gists: 31.0

Name: Mustafa Murat Arat

Type: User

Location: Ankara, Turkey

Blog: mmuratarat.github.io

Hello 👋, I'm Murat

I am PhD-level educated, bilingual statistician and data scientist, who works to design, develop and implement advanced data-driven predictive methods, powered by machine learning and deep learning algorithms, to provide actionable insights from large volumes of real-world, structured and unstructured data in order to satisfy the business needs / goals for decision making across different industries and roles. I have a deep understanding of best data analytic practices to solve complex problems and I continuously improve myself and learn new emerging technologies, tools, and platforms to add new skills to my skill set.

My passion currently resides in modeling big data using supervised learning and unsupervised learning methods (such as machine learning and deep learning algorithms), Machine Learning Operations (MLOps), Transformer-based models on Hugging Face, Large Language Models (LLMs), Computer Vision and Natural Language Processing (NLP) and so on.

I am actively posting on LinkedIn both in English and Turkish! Let's connect and share the knowledge!

Mustafa Murat Arat's Projects

adversarial_examples

Tensorflow 2.0 implementations of some adversarial attacks

airflow_tutorial

awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

calculator

A basic calculator using Python, FastAPI and Streamlit

celciusfahrenheitconverter_swiftui

My very first attempt to write a basic Swift iOS app

centrallimittheorem

Simulation study of Central Limit Theorem on Python in Turkish

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

comparison-of-performance-of-various-machine-learning-algorithms

Compared performance of 12 different Machine Learning algorithms on "Iris Dataset"

datasets

Data and code behind the Data Science Path curriculum at Codecademy

deep-neural-network

a Deep Neural Network and grid-search of basic hyper-parameters

diamondapp

docker-react

example-app-cv-model

Computer Vision app

fashion_mnist

gelus

A new nonlinearity

har_lstm_cnn

Analyzing Human Activity Recognition (HAR) dataset

jupyter_notebooks

kvasir-v2-vit-classifier

This is a repo for classifying Kvasir Dataset v2, which consists of images from inside the gastrointestinal (GI) tract, using pre-trained Visual Transformer (ViT) model of Google, on Hugging Face

loanpredictionapp

mammographicmassclassification

Deals with classifying Mammographic masses as benign or malignant

metaflow_tutorial

mmuratarat

mmuratarat.github.io

mnist_cnn

my_personal_cv_streamlit

mylstmcell

Repository for a custom LSTM cell with custom weight initialization

principal-component-regression

Principal Component Regression - Clearly Explained and Implemented

python_projects

This is a repo for small projects for everyone to practice Python on small-sized real-life problems.

rnn-variable-sequence-lengths-in-tensorflow

statistical-tests

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