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Ci-dessous, les différences entre deux révisions de la page.
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| en:stat [2016/06/06 17:53] – ↷ Nom de la page changé de en:statlearn à en:stat rbourles | en:stat [2019/01/10 17:14] (Version actuelle) – cpouet | ||
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| + | =====Course unit: Advanced statistics===== | ||
| + | |||
| + | * Title in French: Statistiques et apprentissage | ||
| + | * Course code: tba | ||
| + | * ECTS credits: 1 | ||
| + | * Teaching hours: 25h | ||
| + | * Type: elective course | ||
| + | * Language of instruction: | ||
| + | * Responsible: | ||
| + | * Instructor(s): | ||
| + | * Remark(s): course share with 3rd track DIGITAL.e | ||
| + | |||
| + | **Brief description** | ||
| + | |||
| + | This course is an elective course aimed at anyone interested in machine learning. The main statistical tools involved in machine learning are presented. | ||
| + | |||
| + | **Learning outcomes** | ||
| + | |||
| + | * Understand the notion of statistical learning | ||
| + | * Discover some of the possible applications | ||
| + | |||
| + | **Course content** | ||
| + | |||
| + | - Introduction: | ||
| + | - Non-linear regressions and their theoretical guarantees | ||
| + | - Unsupervised classification | ||