Articles debutant
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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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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Overfitting Illustrated
One of the most important issues in machine learning, illustrated in a small 2D classification problem.
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Logistic Regression vs Neural Network: Non Linearities
What are non-linearities and how hidden neural network layers handle them.
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The 1-Neuron Network: Logistic Regression
The most simple neural network. Learn how a neuron is working.
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First Neural Network with Keras
Keras is easy and powerful. Give it a try by training your first neural net to classify handwritten digits.
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Handwritten Digit Recognition with scikit-learn
Create a first simple neural network to classify handwritten digits.
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