Articles
Numpy Crash Course for Machine Learning
Learn the minimum numpy needed to get started with machine learning (1h course)
Read More →
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)
Read More →
Jupyter Notebooks in Web Pages
Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.
Read More →
Choropleth Maps in Python (2021)
Create a choropleth map with geoviews and geopandas. Working geoviews installation instructions as of May 2021.
Read More →
Show your Data in a Google Map with Python
Create an interactive display for geographical data with python: real-estate prices near Geneva.
Read More →
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.
Read More →
Image Recognition with Transfer Learning (98.5%)
Use transfer learning to easily classify dog and cat pictures with a 98.5% accuracy.
Read More →
Image Recognition: Dogs vs Cats! (92%)
Classify dog and cat pictures with a 92% accuracy with a deep convolutional neural network.
Read More →
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.
Read More →
CUDA kernels in python
Write your own CUDA kernels in python to accelerate your computing on the GPU. Notebook ready to run on the Google Colab platform
Read More →