Articles
Pre-trained Transformers with Hugging Face
Get started with the transformers package from Hugging Face for sentiment analysis, translation, zero-shot text classification, summarization, and named-entity recognition (English and French)
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Git remote : How to Collaborate
Create your first pull request, and learn how to collaborate efficiently on software projects with git remote and github.
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Git : Overcome your Fears
Finally understand how git works, stop using it blindly, and learn the most important commands to become productive right away.
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Open source smart home with home assistant and docker
Deploy home assistant with docker on a raspberry pi: step-by-step tutorial
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Deploy a Deep Learning Model with Flask RESTful
Learn how to deploy your deep learning model as a REST API for your customers.
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An introduction to clustering
Learn how to use clustering to find categories in unlabeled datasets, with python and scikit-learn
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Visualizing Datasets
Study variable correlations with matplotlib and seaborn, and use dimensionality reduction (PCA, t-SNE) to display complex datasets.
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COVID-19 Analysis: Uncertainties
Learn how to analyse the COVID-19 data from JHU by yourself, with a proper treatment of the uncertainties.
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COVID-19 Analysis
Analyse the COVID-19 data from John Hopkins University by yourself with python (pandas, holoviews, matplotlib)
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Matplotlib for Machine Learning
Learn the basics of matplotlib in 1h. You'll make your first plots with a toy machine learning example.
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