PinnedUsing K-Means, Hierarchical Clustering, and DBSCAN to Group CustomersCustomer segmentation is a powerful tool for businesses looking to optimize their marketing and sales efforts. By dividing customers into…Dec 23, 20224Dec 23, 20224
PinnedPublished inDataDrivenInvestorAutoviz: The Key to Effortless Data VisualizationAutomatically visualize any dataset, any size with a single line of code.Jan 17, 20235Jan 17, 20235
Published inDataDrivenInvestorA Comprehensive Analysis of Pima Indians DiabetesDiabetes is a major health concern worldwide, and its incidence is increasing rapidly. In this article, we present a comprehensive analysis…Feb 12, 2023Feb 12, 2023
Published inDataDrivenInvestorUsing Machine Learning for Time Series ForecastingTime series forecasting involves predicting future values based on past data points. Machine learning can be used to perform time series…Feb 10, 2023Feb 10, 2023
Published inDataDrivenInvestorTime Series Forecasting with Statistical ModelsTime series forecasting refers to the process of predicting future values of a time-dependent variable based on past observations. It is…Feb 7, 2023Feb 7, 2023
Published inDataDrivenInvestorExponential Smoothing Techniques for Time Series Forecasting in Python: A GuideTime series forecasting is the process of using historical data to predict future values of a time-dependent variable. This type of…Feb 5, 20231Feb 5, 20231
Published inDataDrivenInvestorModeling for Unbalanced Datasets: Tips and StrategiesWhen dealing with unbalanced datasets in machine learning, it’s important to approach the problem carefully. Unbalanced datasets can occur…Jan 28, 2023Jan 28, 2023
A Beginner’s Guide to Time Series AnalysisForecasting the Future with Time Series AnalysisJan 27, 2023Jan 27, 2023
Published inDataDrivenInvestorInsights from the World Happiness Report: A Data-Driven PerspectiveThis post aims to teach you how to analysis and predict World Happiness use python.Jan 12, 2023Jan 12, 2023
The Top Data Cleaning and Feature Engineering Books Every Data Scientist Should OwnThere are many books available on data cleaning and feature engineering that can be helpful for data scientists. Here are a few that I…Dec 27, 2022Dec 27, 2022
