Gizem Kaya – Medium

Gizem Kaya

Published in
TDS Archive

Jingle Bells and Statistical Tests

Data Types, Hypotheses and Statistical Tests That Fit Them with Festive Christmas Market Examples🎄🎅🎡

Dec 25, 2024

Jingle Bells and Statistical Tests

Dec 25, 2024

Published in
TDS Archive

Deal with Missing Data Like a Pro: Multivariate and Iterative Imputation Algorithms

Using LightGBM, kNN and AutoEncoders for imputation and improving them further via iterative method MICE

Dec 12, 2024

Deal with Missing Data Like a Pro: Multivariate and Iterative Imputation Algorithms

Dec 12, 2024

Published in
TDS Archive

Addressing Missing Data

Understand missing data patterns (MCAR, MNAR, MAR) for better model performance with Missingno

Nov 26, 2024

Addressing Missing Data

Nov 26, 2024

Don’t Be Afraid of the Black Screen.

Make peace with command prompts and shell scripting with this beginner’s guide and they will be your true friends.

Nov 5, 2024

Don’t Be Afraid of the Black Screen.

Nov 5, 2024

Published in
Artificial Intelligence in Plain English

How to Build a Robust Data Cleaning Pipeline?

A clear guide on data cleaning using sensor data with Python.

Oct 31, 2024

How to Build a Robust Data Cleaning Pipeline?

Oct 31, 2024

Published in
Python in Plain English

Level Up Your Plots: Enhance Essential Visualizations with Matplotlib Customizations

Data visualization is a crucial skill for not only data analysts but also data scientists. Many strong low code / no code platforms and…

Oct 22, 2024

Level Up Your Plots: Enhance Essential Visualizations with Matplotlib Customizations

Oct 22, 2024

Published in
Python in Plain English

Mastering DataFrame Indexing in Python with Pandas

In this article, we’ll dive into the topic of indexing in Pandas, a powerful Python library for data manipulation. Proper indexing is…

Oct 11, 2024

Mastering DataFrame Indexing in Python with Pandas

Oct 11, 2024

Published in
Python in Plain English

Getting Started with Pandas: Exploring and Analyzing DataFrames

You may have come across with the term Exploratory Data Analysis (EDA). It simply stands for understanding the data, with its patterns…

Oct 1, 2024

Getting Started with Pandas: Exploring and Analyzing DataFrames

Oct 1, 2024

Published in
Artificial Intelligence in Plain English

Data Storytelling: Crafting Compelling Narratives

The rise of Data Management concept, which we frequently hear about today, began in the 1980s. Conversely, the journey of the term Data…

Apr 19, 2024

Data Storytelling: Crafting Compelling Narratives

Apr 19, 2024

Gizem Kaya

Gizem Kaya

Data Science @BASF Agricultural Solutions💚 I'm a passionate data analytics professional, committed to continual growth. Reach me for any questions & feedback!

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