/COURSE-VIRTUOUS-ML-Lecture

Material for the course given in the VIRUOUS H2020 Project on fundamentals of machine learning and neural networks.

Primary LanguageJupyter Notebook

VIRTUOUS Machine Learning Workshop

Umberto Michelucci

Chief AI Scientist and co-founder, TOELT LLC, Birchlenstr. 25, 8600 Dübendorf, Switzerland

Dario Piga

Senior Researcher, Dalle Molle Institute for Artificial Intelligence, Via Cantonale 2C, 6928 Manno, Switzerland

Contact

In case you have any questions, feel free to contact me any time at umberto.michelucci@toelt.ai.

Technical Prerequisites

To try the following notebooks you will not need to install anything. Clicking on the links will open them in Google Colab, so that you can try the code immediately.

Slides

All the slides are in google slides. So a browser is all you need to check them out.

Introduction to Keras

Introduction to Neural Networks

Hands-on Jupyter Notebooks

Introduction to scikit-learn

Easy Network with Keras

First CNN with Keras

Functional APIs of Keras

Pre-Trained Models with Keras