Jovan Veljanoski – Medium

Jovan Veljanoski

Jovan Veljanoski

8 powerful Vaex DataFrame features you might have not known about

Vaex is an incredibly powerful DataFrame library in Python capable of processing hundreds of millions or even billions of rows per second…

11 min readNov 16, 2022

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8 powerful Vaex DataFrame features you might have not known about

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Jovan Veljanoski

Streamlit + Vaex: Where simplicity meets big data

Build an optimized, production ready dashboard with Streamlit and Vaex.

10 min readJul 20, 2022

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Streamlit + Vaex: Where simplicity meets big data

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Jovan Veljanoski
in
Plotly

How to build a predictive maintenance application with Dash and Vaex

Build a custom ML application tailored to your needs

15 min readNov 4, 2021

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How to build a predictive maintenance application with Dash and Vaex

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Jovan Veljanoski
in
Towards Data Science

Dask vs Vaex: a qualitative comparison

We are often asked how do Dask and Vaex compare. Short answer: they don’t.

8 min readJun 15, 2021

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Dask vs Vaex: a qualitative comparison

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Jovan Veljanoski
in
Towards Data Science

How to train and deploy a Vaex model pipeline on Google Cloud Platform

No-pipeline deployments with Vaex

17 min readMar 23, 2021

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How to train and deploy a Vaex model pipeline on Google Cloud Platform

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Jovan Veljanoski
in
Plotly

Interactive and scalable dashboards with Vaex and Dash

Learn how to build interactive, scalable dashboards with Dash and Vaex.

13 min readJun 23, 2020

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Interactive and scalable dashboards with Vaex and Dash

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Jovan Veljanoski
in
Towards Data Science

7 reasons why I love Vaex for data science

Accelerate your data science work with the Vaex DataFrame library.

6 min readFeb 17, 2020

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7 reasons why I love Vaex for data science

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Jovan Veljanoski
in
Towards Data Science

ML impossible: train a 1 billion sample model in 5 minutes with vaex and scikit-learn on your…

Make your laptop feel like a supercomputer.

15 min readJan 22, 2020

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ML impossible: train a 1 billion sample model in 5 minutes with vaex and scikit-learn on your…

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Jovan Veljanoski
in
Towards Data Science

How to analyse 100s of GBs of data on your laptop with Python

Your laptop is way more powerful than you think. Unleash its full potential with the Vaex dataframe library.

15 min readDec 2, 2019

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How to analyse 100s of GBs of data on your laptop with Python

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Jovan Veljanoski
in
Towards Data Science

Flying high with Vaex: analysis of over 30 years of flight data in Python

Fast and efficient exploration and analysis of hundreds of millions of samples with the Python DataFrame library Vaex on a 5 year old…

13 min readOct 17, 2019

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Flying high with Vaex: analysis of over 30 years of flight data in Python

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Jovan Veljanoski

Jovan Veljanoski

Just another data scientist | PhD Astrophysics | co-founder of vaex.io | https://www.linkedin.com/in/jovanvel/

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