Create interactive explanation of ML algorithms using Plotly

Alfarabi Issakhanov beginner

Plotly - open source library enabling you to visualize data. Not only it can be used for presentation of insightful and beautiful charts, but also you can use it to create interactive tutorials of some technical concepts. As an example, it can help you to teach, and therefore learn, traditional Machine …

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Structural Optimization in Architecture with Blender3D, Python and Phänotyp

Karl Deix, Christoph Müller beginner

Blender3D is a free 3D graphics software that allows users to model, texture, and animate objects, as well as control them using Python code. Phänotyp is an FEA (Finite Element Analysis) tool that can be directly integrated into Blender3D via Python scripts. It utilizes PyNite and other solvers to perform …

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Test-Driven-Development in Practice

Stefan Trenkwalder all

Deploy code with confidence! This hands-on TDD workshop teaches thinking like a quality-focused developer delivering maintainable and testable code at a sustainably fast pace. Build trust in your code, reduce technical debt, and make refactoring a breeze. Perfect for developers ready to level up.

In this workshop, you’ll discover …

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Music Classification using Deep Learning based on Python

Octaviano Pratama beginner

Music classification by genre, era, and mood has become an interesting area of research in music and audio processing. By identifying the genre, era, and mood of music, we can provide music tailored to the user's preferences. To recognize music types, we need features that represent the music itself, such …

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Streamlit 101 to Build & Deploy Apps like a Data Scientist

Siddharth Gupta beginner

In the hands-on tutorial, we’ll go through various features of Streamlit and build a small lyric fetcher app based on the available dataset (which I have curated and will be sharing the link before the talk) of around 24K Billboard top-100 songs. Basic understanding of HTML, Python, and libraries …

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A Hands-On Workshop on Parsing Wikitext

Carolina Lennon intermediate

In this hands-on workshop, you will learn to parse wikitext from beginning to end. Using data from the German Wiktionary, we will fetch the data, parse the XML, and process the wikitext to extract linguistic content such as parts of speech, meanings, and inflections, and more.

We will cover the …

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Data Analysis, the Polars Way

Jan Pipek intermediate

When you take interesting data from public sources, when you install a highly efficient Python library for data analysis (polars), and you start asking fundamental questions, what can possibly go wrong? Let’s find out while becoming familiar with polars, a modern data-frame library for Python.

In this course, we …

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Prompt like a queen

Isabella Nowotny, Shirley Werchota all women

Join us for an engaging 90-minute workshop, "Prompt Like a Queen," hosted by Shirley Werchota and Isabella Nowotny from Women in AI Austria.

In this session, you’ll dive into the art of prompting—learning how to communicate effectively with AI to achieve better and more precise results. The workshop …

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Developing production-ready apps in collaboration with AI Agents

Alex Shershebnev all

AI Agents are the next big thing everyone is talking about. They are expected to revolutionize various industries by automating routine tasks, mission critical business workflows, enhancing productivity, and enabling humans to focus on creative and strategic work. Of course, you can apply them to your everyday coding tasks as …

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