Alex MitraniinTowards Data ScienceCreating Choropleth Maps with Python’s Folium LibraryHow to make choropleths with different data structures in PythonJun 16, 20221Jun 16, 20221
Alex MitraniHi Hershel,I'm glad you liked my article. Cursors are not mandatory but they are useful in a production environment. Here is an article on cursors…Apr 4, 2021Apr 4, 2021
Alex MitraniinTowards Data ScienceTime Series Decomposition and StatsModels ParametersTime series decomposition is the process of separating time series data into its core components. These components include a potential…Jan 17, 20202Jan 17, 20202
Alex MitraniinTowards Data ScienceAchieving Stationarity With Time Series DataRemoving Trends In Time Series Data With PythonJan 10, 2020Jan 10, 2020
Alex MitraniinAnalytics VidhyaThe Decade of Data ScienceIt’s been just over seven years since Harvard Business Review published an article proclaiming that Data Scientist is “The Sexiest Job of…Dec 27, 2019Dec 27, 2019
Alex MitraniinDataDrivenInvestorTime Series and Trend AnalysisHow to check for trends in a time seriesDec 27, 2019Dec 27, 2019
Alex MitraniinTowards Data ScienceWorking With Time Series DataHow to use Python to prepare your time series data for analysisDec 20, 20192Dec 20, 20192
Alex MitraniinThe StartupROC and AUC for Categorical Model EvaluationIn supervised learning categorical models assign a class to a given observation. Each observation has a series of features X and a target…Dec 12, 2019Dec 12, 2019
Alex MitraniinTowards Data ScienceEvaluating Categorical Models II: Sensitivity and SpecificityLast week I covered evaluation metrics for binary classification models. The predictions of these binary models can fall into four groups…Dec 6, 20191Dec 6, 20191
Alex MitraniinTowards Data ScienceEvaluating Categorical ModelsWhen you have categorical data you can build several models to predict new observations based on the given data. You can build logistic…Nov 28, 2019Nov 28, 2019