PyCaret: A unified ML platform for training and deploying Machine Learning Models at Scale

March 3, 2023 | Nagdev Amruthnath

PyCaret is an open-source machine learning library in Python that is designed to reduce the time and effort required for building, deploying and scaling machine learning models. It provides a simplified and unified interface for various machine learning tasks like classification, regression, clustering, natural language processing and anomaly detection. PyCaret ... [...Read more...]

Few Shot Learning with SetFit

February 24, 2023 | Gary Hutson

HuggingFace have been working on a model that can be used for small datasets. The aim is to leverage the pretrained transformer and use contrastive learning to augment and extend the dataset, by using similar labels that share a same dimensional space. In this tutorial I will talk you through ...
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What is the role of Python in modern Excel?

February 21, 2023 | George Mount

Between Power Query and Power Pivot alone, “modern” Excel boasts so many features that it’s impossible to learn them all. Add to that Office Scripts, Power BI, LAMBDA() and more and it’s easy to get overwhelmed. One “Excel-adjacent” tool that can be particularly intimidating for prospective learners is ...
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Quantiles And Their Estimation

February 11, 2023 | Christian Lorentzen

Applied statistics is dominated by the ubiquitous mean. For a change, this post is dedicated to quantiles. I will give my best to provide a good mix of theory and practical examples. While the mean describes only the central tendency of a distribution or random sample, quantiles are able to ...
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Quarto for the Python user

February 2, 2023 | The Jumping Rivers Blog

As data scientists we often need to communicate conclusions drawn from data. Additionally, as more data is collected, our reports invariably need updating. This is where automated reporting tools such as Quarto come in! In this blog post we will look at how Quarto allows us to weave together text ...
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