Articles beginner
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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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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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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Numpy Crash Course for Machine Learning
Learn the minimum numpy needed to get started with machine learning (1h course)
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Python Crash Course for Machine Learning
You want to get started with machine learning but you don't know python? You're at the right place! (1h course)
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Data pipeline with Docker, InfluxDB, and Grafana
Set up a typical data pipeline as may be used in experimental science and IOT, with Docker, InfluxDB, and Grafana.
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Fighting Bugs in Python
Everybody writes bugs. Let's see how to make sure they don't live long with debugging and unit tests. Introduction to pdb and unittest and a few advices for easy and reliable development.
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Overfitting Illustrated
One of the most important issues in machine learning, illustrated in a small 2D classification problem.
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