ESCAPE SUMMER SCHOOL

Session

Machine Learning

17 juin 2021, 09:00

Présidents de session

Machine Learning: Introduction to machine learning

• Claudia Beleites
• Benson Muite
• Martino Sorbaro

Machine Learning: Introduction to machine learning

• Claudia Beleites
• Martino Sorbaro
• Benson Muite

Machine Learning: Introduction to machine learning

• Martino Sorbaro
• Benson Muite
• Claudia Beleites

Machine Learning: Introduction to deep learning

• Mikaël Jacquemont

Machine Learning: Introduction to deep learning

• Mikaël Jacquemont

Documents de présentation

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140. Machine Learning

Claudia Beleites, Martino Sorbaro

17/06/2021 09:00

In this class, we will give an introduction to machine learning algorithms, in a data-oriented and coding-oriented way. We will explain what it means for an algorithm to learn, and the main categories of ML problems. We will then cover, with code examples, how to approach a dataset for analysis. In particular we will take a closer look at: automated clustering of data points; supervised...

141. Machine Learning

Martino Sorbaro

17/06/2021 11:00

In this class, we will give an introduction to machine learning algorithms, in a data-oriented and coding-oriented way. We will explain what it means for an algorithm to learn, and the main categories of ML problems. We will then cover, with code examples, how to approach a dataset for analysis. In particular we will take a closer look at: automated clustering of data points; supervised...

142. Machine Learning

Martino Sorbaro

17/06/2021 14:00

In this class, we will give an introduction to machine learning algorithms, in a data-oriented and coding-oriented way. We will explain what it means for an algorithm to learn, and the main categories of ML problems. We will then cover, with code examples, how to approach a dataset for analysis. In particular we will take a closer look at: automated clustering of data points; supervised...

133. Introduction to Deep learning

18/06/2021 09:00

Deep learning is leading the artificial intelligence revolution allowed by the world of data we are living in. It is a powerful method that automatically learns to address tasks from the data, with minimal preprocessing.
This “Introduction to deep learning” lecture aims to give an insight on the fundamentals of deep learning. From the artificial neuron to famous deep architectures via the...

134. Introduction to Deep learning

18/06/2021 11:00

Deep learning is leading the artificial intelligence revolution allowed by the world of data we are living in. It is a powerful method that automatically learns to address tasks from the data, with minimal preprocessing.
This “Introduction to deep learning” lecture aims to give an insight on the fundamentals of deep learning. From the artificial neuron to famous deep architectures via the...