Related courses (36)
EE-556: Mathematics of data: from theory to computation
This course provides an overview of key advances in continuous optimization and statistical analysis for machine learning. We review recent learning formulations and models as well as their guarantees
FIN-616: Financial Econometrics II (2020 -2024)
This course has 3 parts
  • We understand how to use moment based estimations to obtain the parameters for explicit or implicit models.
  • We learn how to estimate latent parameters in a time series cont
ME-390: Foundations of artificial intelligence
This course provides the students with 1) a set of theoretical concepts to understand the machine learning approach; and 2) a subset of the tools to use this approach for problems arising in mechanica
ENG-606(a): Design of experiments (a) - Fall semester
The course teaches the acquisition of a methodology of designing experiments for optimal quality of the results and of the number of experiments.
MATH-236: Probability and statistics II
Linear statistical methods, analysis of experiments, logistic regression.
ME-421: System identification
Identification of discrete-time linear models using experimental data is studied. The correlation method and spectral analysis are used to identify nonparametric models and the subspace and prediction
MATH-251(b): Numerical analysis
The students will learn key numerical techniques for solving standard mathematical problems in science and engineering. The underlying mathematical theory and properties are discussed.
MICRO-573: Deep learning for optical imaging
This course will focus on the practical implementation of artificial neural networks (ANN) using the open-source TensorFlow machine learning library developed by Google for Python.

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.