From Insights to Action: Building Recommendation Systems for Customers (Part 2)In the previous Medium article, we utilized the Online Retail dataset to perform RFM analysis, segmenting customers into distinct groups…Dec 3, 2024Dec 3, 2024
Unlocking Customer Insights: RFM Segmentation Strategies with the Online Retail Dataset (Part 1)This article is the first in a four-part series where we explore how the Online Retail Dataset can be leveraged to solve real-world…Nov 22, 2024Nov 22, 2024
Churn Prediction on Big Data (Logistic Regression vs Random Forest)Hello everyone, I will explain the machine learning codes I have implemented for churn prediction using PySpark architecture in this…Jul 5, 2022Jul 5, 2022
Big Data (Apache Hadoop and Apache Spark)Hello everyone, in this article I will try to explain Apache Hadoop and Apache Spark, which is built on Apache Hadoop, in detail. But…Jun 30, 2022Jun 30, 2022
The Fundamentals of Elasticsearch -2Hello everyone, I move on to the Fundamental of Elasticsearch series with my second article. The topics that I want to mention are as…Mar 29, 20221Mar 29, 20221
The Fundamentals of Elasticsearch -1In this writing, I will tell about the below main topics in order: 1) What is the Elasticsearch? 2) Elasticsearch components and…Feb 7, 20221Feb 7, 20221
Create Report via PyFPDF Library After Performing Visualization and EDA OperationsIn this article, I created a visualization report starting with data import from SQLite and following the steps of Manipulation, EDA, and…Jan 14, 2022Jan 14, 2022
Data Preprocessing on JupyterLabHello everyone! In this article, I will try to explain data preprocessing steps on JupyterLab before creating a machine learning (ML)…Aug 7, 2021Aug 7, 2021
Calculating the Error on JupyterLabHello everyone! In my last writing, in spite of, I’ve explained that how we can find b0, b1 coefficients on simple linear regression models…Jul 21, 2021Jul 21, 2021
Calculating Error with the Help of the MSE Equation on the Simple Linear Regression LinesHello everyone, in this writing, I am trying to explain what is the meaning of error and how we can calculate it thanks to the MSE…Jul 12, 2021Jul 12, 2021
