PinnedSawsan YusufRegression Problem Case Study | Housing in Buenos Aires (I): Data PreparingOverviewOct 12, 20231Oct 12, 20231
PinnedSawsan YusufPython for Data Science: Pansas IIIIn the previous two articles, we discussed Pandas and their use with dataframes. In this final article, we will cover Descriptive…Sep 14, 2023Sep 14, 2023
Sawsan YusufHow Can We Avoid Overfitting in Predictive Models?When creating a predictive model, it is important to consider the prediction error of the model. Prediction error refers to how accurately…Feb 9Feb 9
Sawsan YusufTime-Series with Python Case Study | Air Quality in Dar es Salaam (1): Data Wrangling with MongoDBWelcome to our second project! In the previous project, we analyzed data from CSV files, but as a data scientist, you will often analyze…Dec 17, 2023Dec 17, 2023
Sawsan YusufRegression Problem Case Study | Housing in Buenos Aires (V): Predict Price with EverythingPreviously, we attempted to predict apartment prices by examining one or two features at a time. Initially, we analyzed the size of the…Nov 12, 2023Nov 12, 2023
Sawsan YusufRegression Problem Case Study | Housing in Buenos Aires (IV): Predict Price with NeighborhoodIn our previous article, we analyzed the impact of latitude and longitude on apartment prices. Today, we will be examining the role of…Nov 10, 2023Nov 10, 2023
Sawsan YusufRegression Problem Case Study | Housing in Buenos Aires (III): Predict Price with LocationIn the previous article, we built a model that used the area as a feature to predict the target, which was the price. In this article, we…Oct 30, 2023Oct 30, 2023
Sawsan YusufRegression Problem Case Study | Housing in Buenos Aires (II): Predict Price with Size1. OverviewOct 26, 2023Oct 26, 2023
Sawsan YusufPython for Data Science: NumPyWith the previous article, we finished our write-ups about data manipulation with Pandas. In this article, we will get acquainted with the…Sep 19, 2023Sep 19, 2023
Sawsan YusufPython for Data Science: Pandas IIIn the previous article, we discussed a lot about Pandas and what we can do with them. We shall proceed with greater detail in this…Sep 7, 2023Sep 7, 2023