Idil Ismiguzel – Medium

Idil Ismiguzel

Idil Ismiguzel
in
Towards Data Science

Enhance Content Moderation for ChatGPT with OpenAI’s Moderation API

Seamlessly integrate a moderation endpoint into your pipelines with ChatGPT

Jul 7, 2023

Enhance Content Moderation for ChatGPT with OpenAI’s Moderation API

Jul 7, 2023

Idil Ismiguzel
in
Towards Data Science

Mastering Prompt Engineering to Unleash ChatGPT’s Potential

Explore best practices and enhance your prompts for better results

Jun 24, 2023

Mastering Prompt Engineering to Unleash ChatGPT’s Potential

Jun 24, 2023

Idil Ismiguzel
in
Towards Data Science

Understanding Gradient Descent for Machine Learning

A deep dive into Batch, Stochastic, and Mini-Batch Gradient Descent algorithms using Python

May 21, 2023

Understanding Gradient Descent for Machine Learning

May 21, 2023

Idil Ismiguzel
in
Towards Data Science

A Guide to Association Rule Mining

Create insights from frequent patterns using market basket analysis with Python

Apr 5, 2023

A Guide to Association Rule Mining

Apr 5, 2023

Idil Ismiguzel
in
Towards Data Science

Hands-On Topic Modeling with Python

A tutorial on topic modeling using Latent Dirichlet Allocation (LDA) and visualization with pyLDAvis

Dec 14, 2022

Hands-On Topic Modeling with Python

Dec 14, 2022

Idil Ismiguzel
in
Towards Data Science

Outlier Detection with Simple and Advanced Techniques

A tutorial on how to detect outliers using standard deviation, interquartile range, isolation forest, DBSCAN, and local outlier factor

Nov 17, 2022

Outlier Detection with Simple and Advanced Techniques

Nov 17, 2022

Idil Ismiguzel
in
Towards Data Science

Imputing Missing Data with Simple and Advanced Techniques

A tutorial on mean, mode, time series, KNN, and MICE imputation

May 12, 2022

Imputing Missing Data with Simple and Advanced Techniques

May 12, 2022

Idil Ismiguzel
in
Towards Data Science

Hyperparameter Tuning with Grid Search and Random Search

And a deep dive into how to combine them

Sep 29, 2021

Hyperparameter Tuning with Grid Search and Random Search

Sep 29, 2021

Idil Ismiguzel
in
Towards Data Science

Practical Guide to Ensemble Learning

Improve your model with voting, bagging, boosting and stacking

Jul 30, 2021

Practical Guide to Ensemble Learning

Jul 30, 2021

Idil Ismiguzel
in
Towards Data Science

Hands-on Survival Analysis with Python

What companies can learn from employee turnover data

Jul 3, 2021

Hands-on Survival Analysis with Python

Jul 3, 2021

Idil Ismiguzel

Idil Ismiguzel

Data Scientist | Writing articles on Data Science & Machine Learning | MSc, MBA | https://de.linkedin.com/in/idilismiguzel

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