Data science

How to list the worksheet names of an Excel workbook using Python Pandas

January 8, 2023 | George Mount

I’ve mentioned a few times on this blog (example) about the growing possibility for Python Excel interoperability. Here’s a simple task done in a way I wasn’t aware of (h/t — where else? — StackOverflow.) Usually when combining Python and Excel I use specific packages like openpyxl, xlwings ... [...Read more...]

Stable Diffusion model for generating images of Fjords

January 5, 2023 | Gary Hutson

My family had the experience of going to the Norwegian Fjords in May 2022 and I took some great pictures on my new camera. Well now I have created a stable diffusion model that allows you to generate images of your own and get them to work with the Norweigen Fjord ...

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Gradient Boosting CLassification with Python VIDEO

January 4, 2023 | Dr. Darrin

In this video, we will look at gradient boosting classification with python. Gradient boosting is similar to Adaboost in that it is an ensemble technique and is often associated with decision trees. The main difference is the focus on the gradient or slope in the calculations.

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Stable Diffusion application with Streamlit

December 23, 2022 | Gary Hutson

This combines my love of Deep Learning and Transformer frameworks, with the ability to generate images from textual prompts. First of all I think I should explain a little of what is meant by stable diffusion, and this will be detailed in the next section. Then we will move on ...

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R-Ladies Cologne – Our first year in the books!

December 22, 2022 | Python-post on Cosima Meyer

Thank you all for a fantastic year at R-Ladies Cologne! We had a series of great events which gave us the chance to meet so many wonderful and kindhearted people across the globe. This is one thing that always makes me so thankful to be part of the com...

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December Training Update

December 20, 2022 | The Jumping Rivers Blog

If you’re thinking of picking up a new skill in the new year, take a look at our upcoming public training courses! We have plenty of introductory courses coming up, both online and in-person...

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Getting started with Hugging Face: A Machine Learning tutorial in python

December 19, 2022 | [email protected]

As the years pass, more and more AI Open source communities are emerging and contributing to the AI landscape. A prominent name in the AI Open source landscape is Hugging Face. Hugging Face was named after the Hugging Face emoji. It was founded by Clément Delangue and Julien Chaumond ...

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Deliberate functional practice in Python

December 19, 2022 | Michał Moroz

A bit of functional Python will help you discover alternate approaches to how programs can be structured and why it's important to practice such skills on small, well-defined programs.

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AdaBoost Regression with Python VIDEO

December 19, 2022 | Dr. Darrin

AdaBoost regression uses ensemble learning to improve the performance of numeric prediction models. The video below explains how to use adaBoost with Python.

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Touching the 3rd Rail of Data Science: “R or Python?”

December 13, 2022 | John Mount

I’ve been seeing a lot of hot takes on if one should do data science in R or in Python. I’ll comment generally on the topic, and then add my own myopic gear-head micro benchmark. I’ll jump in: If learning the language is the big step: then ... [...Read more...]

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Python-bloggers

Data science news and tutorials - contributed by Python bloggers

Data science

How to list the worksheet names of an Excel workbook using Python Pandas

Stable Diffusion model for generating images of Fjords

Gradient Boosting CLassification with Python VIDEO

Stable Diffusion application with Streamlit

R-Ladies Cologne – Our first year in the books!

December Training Update

Getting started with Hugging Face: A Machine Learning tutorial in python

Deliberate functional practice in Python

AdaBoost Regression with Python VIDEO

Touching the 3rd Rail of Data Science: “R or Python?”