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Betul Gurbuz's Projects

catsvsdogs-flaskapp icon catsvsdogs-flaskapp

This is a simple Flask app that uses a convolutional neural network(CNN) model to classify images as either a dog or a cat.

forecasting_future_sales icon forecasting_future_sales

Forecasting future sales of a product offers many advantages. Predicting future sales of a product helps a company manage the cost of manufacturing and marketing the product. In this notebook, I will try to you through the task of future sales prediction with machine learning using Python.

heart_disease-ml_project icon heart_disease-ml_project

This project tries to use various machine learning and data science libraries to build a machine learning model capable of predicting whether someone has heart disease or not based on their medical attributes.

mlwithscikit-learn_keras_tensorflow icon mlwithscikit-learn_keras_tensorflow

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

yolov8-webcam-live icon yolov8-webcam-live

Showing how to build simple real-time video analytics apps using YOLOv8 and Supervision

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