SERGE AURUBIN

DATA SCIENTIST

Welcome to my blog for everything having to do with data science and analysis. I am always looking for new opportunities to drive business insight using data analysis.

Data & Analytics

Data Analysis
Power BI
Excel
Data Pipelines
Matillion

Engineering

Software Developer
Python
PHP
ReactJS
Flutter
Front End Dev
Back End Dev

Databases

MySQL Dev/DBA
Oracle DBA

Cloud & AI

Amazon Web Services
Docker
Kubernetes
Git
Artificial Intelligence
Claude
OpenAI

Back to Videos

Why Pandas Fails on Big Data

Data with Baraa

September 8, 2026 32

0 Watch on YouTube

Huge data will not fit in one machine's memory. Pandas fails. PySpark takes the DataFrame and splits it across machines.

▶ Pandas vs PySpark vs Polars: https://youtu.be/TYnXqVrVz8k

#pandas #pyspark #python #dataengineering

0 Comments

No comments yet. Be the first to weigh in.