Idil IsmiguzelinTowards Data ScienceEnhance Content Moderation for ChatGPT with OpenAI’s Moderation APISeamlessly integrate a moderation endpoint into your pipelines with ChatGPT·6 min read·Jul 7, 2023----
Idil IsmiguzelinTowards Data ScienceMastering Prompt Engineering to Unleash ChatGPT’s PotentialExplore best practices and enhance your prompts for better results·11 min read·Jun 24, 2023----
Idil IsmiguzelinTowards Data ScienceUnderstanding Gradient Descent for Machine LearningA deep dive into Batch, Stochastic, and Mini-Batch Gradient Descent algorithms using Python·14 min read·May 21, 2023--1--1
Idil IsmiguzelinTowards Data ScienceA Guide to Association Rule MiningCreate insights from frequent patterns using market basket analysis with Python·10 min read·Apr 5, 2023--4--4
Idil IsmiguzelinTowards Data ScienceHands-On Topic Modeling with PythonA tutorial on topic modeling using Latent Dirichlet Allocation (LDA) and visualization with pyLDAvis·11 min read·Dec 14, 2022----
Idil IsmiguzelinTowards Data ScienceOutlier Detection with Simple and Advanced TechniquesA tutorial on how to detect outliers using standard deviation, interquartile range, isolation forest, DBSCAN, and local outlier factor·10 min read·Nov 17, 2022--1--1
Idil IsmiguzelinTowards Data ScienceImputing Missing Data with Simple and Advanced TechniquesA tutorial on mean, mode, time series, KNN, and MICE imputation·8 min read·May 12, 2022--6--6
Idil IsmiguzelinTowards Data ScienceHyperparameter Tuning with Grid Search and Random SearchAnd a deep dive into how to combine them·9 min read·Sep 29, 2021--2--2
Idil IsmiguzelinTowards Data SciencePractical Guide to Ensemble LearningImprove your model with voting, bagging, boosting and stacking·9 min read·Jul 30, 2021----
Idil IsmiguzelinTowards Data ScienceHands-on Survival Analysis with PythonWhat companies can learn from employee turnover data·9 min read·Jul 3, 2021--4--4