Alex MitraniinTowards Data ScienceCreating Choropleth Maps with Python’s Folium LibraryHow to make choropleths with different data structures in Python10 min read·Jun 16, 2022--1--1
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…1 min read·Apr 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…6 min read·Jan 17, 2020--2--2
Alex MitraniinTowards Data ScienceAchieving Stationarity With Time Series DataRemoving Trends In Time Series Data With Python5 min read·Jan 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…8 min read·Dec 27, 2019----
Alex MitraniinDataDrivenInvestorTime Series and Trend AnalysisHow to check for trends in a time series4 min read·Dec 27, 2019----
Alex MitraniinTowards Data ScienceWorking With Time Series DataHow to use Python to prepare your time series data for analysis4 min read·Dec 20, 2019--2--2
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…3 min read·Dec 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…3 min read·Dec 6, 2019--1--1
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…3 min read·Nov 28, 2019----
