PinnedMustafa Germec, PhDinPython in Plain EnglishArchive of Data Science, Python Programming, SQL, and Microbiology Insights4 min read·Jan 20, 2024----
PinnedMustafa Germec, PhDinPython in Plain EnglishAn Introduction to Machine Learning: Basic ConceptsAbstract17 min read·Nov 27, 2023----
PinnedMustafa Germec, PhDinAI MindOptimizing LightGBM Classifier Hyperparameters with OptunaAbstract11 min read·Nov 8, 2023----
PinnedMustafa Germec, PhDinAI MindHyperparameter optimization of random forest model using Optuna for a regression problem9 min read·Jul 21, 2023----
PinnedMustafa Germec, PhDinAI MindHyperparameter Optimization with GridSearchCV Method for a LightGBM Classification ModelAbstract14 min read·Jul 23, 2023----
Mustafa Germec, PhDinPython in Plain EnglishPredicting Customer Value: Applying BG-NBD and Gamma-Gamma Models in Retail AnalyticsAbstract15 min read·Apr 17, 2024----
Mustafa Germec, PhDinAI MindSQL Queries — 8This SQL query joins two tables named ‘left_table’ and ‘right_table’ and performs this join based on matches between the ‘id’ columns. The…12 min read·Apr 15, 2024----
Mustafa Germec, PhDinPython in Plain EnglishSegmentation and Strategic Insights for FLO’s OmniChannel Customer BaseAbstract15 min read·Apr 13, 2024----
Mustafa Germec, PhDinAI MindSQL Queries — 7This SQL query groups based on data in table ‘rfm’. Grouping is done according to the ‘location’ column. For each location, it calculates…5 min read·Apr 12, 2024----
Mustafa Germec, PhDinAI MindSQL Queries — 6This SQL query calculates the average of the values in the ‘transaction_amount’ column in the ‘rfm’ table.8 min read·Apr 8, 2024----