The 1-Neuron Network: Logistic Regression
The most simple neural network. Learn how a neuron is working.
Logistic Regression vs Neural Network: Non Linearities
What are non-linearities and how hidden neural network layers handle them.
Overfitting Illustrated
One of the most important issues in machine learning, illustrated in a small 2D classification problem.
Handwritten Digit Recognition with scikit-learn
Create a first simple neural network to classify handwritten digits.
Real-time Human Detection with OpenCV
Let's use the HOG algorithm implemented in OpenCV to detect people in real time in a video stream!
An introduction to clustering
Learn how to use clustering to find categories in unlabeled datasets, with python and scikit-learn