Opensource

Data Science Python

Jan van der Vegt takes us on a walk through the isolation forest

This video is from PyData. Anomaly detection can help with fraud detection, predictive maintenance and cyber security cases amongst others. Next to this it can help on a meta level for other machine learning projects by detecting outliers during training or inference. One of the approaches to anomaly detection is called Isolation Forests. In this […]

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Linux Security

Quick tips to improve Linux Security on your desktop, laptop, or server (hardening for beginners)

The more software you use, the larger the attack surface for your Linux install is. It’s always good to take a look at all the installed applications, and libraries, and remove what you don’t use anymore. You can also remove packages that aren’t linked to anything else and aren’t used by anything. This video from […]

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Data Science Python

Thomas Bierhance: Polars – make the switch to lightning-fast dataframes

In this talk from PyData, get a report on our experiences switching from Pandas to Polars in a real-world ML project. Polars is a new high-performance dataframe library for Python based on Apache Arrow and written in Rust. We will compare the performance of polars with the popular pandas library, and show how polars can […]

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Linux

Windows & macOS can’t do this, but Linux can!

Windows 11 and, more specifically, Windows 10’s end of support pushed me to experiment with Linux. There’s not looking back now, even if Windows 12 fixes a lot of the mistakes made. This video is from The Linux Experiment and sheds more light on what makes Linux great.

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Natural Language Processing

Discovering Inspirational Insights in Motivational Sports Speeches Using Data Science

PyData presents this talk on Discovering Inspirational Insights in Motivational Sports Speeches Using Data Science. nspirational sports speeches have motivated and reinvigorated folks for years. Whether you’re a developer or an athlete, they’ve withstood the journey because even the smartest, the bravest, and the most resilient need some encouragement on occasion. During our time together, […]

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Containers Red Hat

Unlock the Secrets of Cloud Data Storage: An Exclusive Interview with IBM’s Tech Sales Lead!

I hosted this livestream on the OpenShift YouTube channel. Are you ready to uncover the hidden world of cloud-based data storage? Join Frank La Vigne as he sits down with Josh Blumert, the worldwide storage tech sales lead at IBM, to explore the incredible journey of data storage. From virtualization to containerization, Josh will take […]

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