| Retrieving a list of files with JavaScript | Retrieving a list of files utilizing the JavaScript programming language through the use of File API | 2023-07-01 |
| ABC-XYZ-analysis | The ABC-XYZ analysis algorithm has been implemented, which allows classifying the company's resources. The ABC classification method. The XYZ classification method | 2023-01-01 |
| Clustering | The algorithms of EM clustering, k-means clustering, and g-means clustering are demonstrated using the "Fisher's Iris" dataset as an example. Visualization of the results for each clustering method is provided | 2023-02-01 |
| Real Estate Valuation (Neural Network) | A neural network has been used to evaluate real estate based on historical data. Outlier editing, training, and normalization of the neural network have been employed. The results are visualized to provide a clear representation of the outcomes | 2023-03-01 |
| Market Basket Analysis | Market Basket Analysis. Discovery of association rules and application of the FP-Growth algorithm. Visualization of results | 2023-04-01 |
| Notifications in Megaladata using the Telegram chatbot | Implementation of a mechanism that allows receiving notifications from Megaladata scenarios using Telegram | 2023-05-01 |
| Reorder Point | Description of the reorder point algorithm. Data cleaning and verification | 2023-06-01 |
| RFM Analysis | Customer segmentation using the RFM algorithm. Data preparation, quantification, and result interpretation | 2024-02-27 |
| Python in Megaladata | The decision tree algorithm is implemented using Python handler. Demonstration of Python operation in Megaladata. Working with input and output data sets. | 2024-01-27 |