Zübeyde Ulukök Çelik's Projects
100 Days of ML Coding
500 AI Machine learning Deep learning Computer vision NLP Projects with code
This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
:memo: An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Machine Learning frameworks, libraries and software.
Awesome MLOps Course Outline
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
BERT ile Sentiment Analizi
Image blur detection using opencv-python
A Python-Based Blur Detector using Fast Fourier Transforms
A repository of 60 useful data science prompts for ChatGPT
An adversarial example library for constructing attacks, building defenses, and benchmarking both
The Dogs vs. Cats dataset is a standard computer vision dataset that involves classifying photos as either containing a dog or cat.
Projects involving Computer vision-related tasks
An NLP workshop about concrete solutions to real problems
a CLI that provides a generic automation layer for assessing the security of ML models
Data-Analysis-and-Visualization-with-Python
Data Science Interview Questions
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.