The Data Frog

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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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Jupyter Notebooks in Web Pages

Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.

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Choropleth Maps in Python

How to create a choropleth map with geoviews and geopandas.

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Show your Data in a Google Map with Python

Learn how to create an interactive display for geographical data with python. As an example, we'll look at real-estate prices near Geneva.

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Welcome to the New Blog!

This blog is now powered by django and wagtail, and is now hosted at my place. Here's what I did.

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Image Recognition with Transfer Learning (98.5%)

Learn how to use transfer learning to easily classify dog and cat pictures with a 98.5% accuracy. Notebook ready to run on your machine.

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Image Recognition: Dogs vs Cats! (92%)

Learn how to build a deep convolutional neural network from scratch to classify dog and cat pictures with a 92% accuracy, without transfer learning. Notebook ready to run on your machine.

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Data pipeline with Docker, InfluxDB, and Grafana

In this beginner's guide, you will learn how to set up a typical data pipeline as may be used in experimental science and IOT (Internet of things), with modern tools: Docker, InfluxDB, and Grafana.

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