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Yakup Kaplan's Projects

association-rules icon association-rules

Method used to reveal product relationships from user purchases. It provides the opportunity to see the unity of products purchased according to a threshold value to be determined.

autots icon autots

Automated Time Series Forecasting

codebasics_py icon codebasics_py

Repository to store sample python programs for python learning

customer-segmentation icon customer-segmentation

In this project, we will first firstly implement RFM Analysis to group customers according to RFM metrics and then the same customers will be segmented by using K-Means and Hierarchical Clustering algortihms.

darts icon darts

A python library for user-friendly forecasting and anomaly detection on time series.

handson-ml icon handson-ml

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

handson-ml2 icon handson-ml2

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.

home-credit-default-risk icon home-credit-default-risk

In this project we try to predict home credit default risk for clients. We try to predict, if the client will have payment difficulties or not.

house-prices-prediction-model icon house-prices-prediction-model

Regression analysis is a statistical analysis technique that can be used to model relationships between a dependent and one or more independent ones. The implementation of a regression is used to describe relationships quantitatively or to predict values of the dependent variables. Here you may find the model to predict house prices.

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