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École Polytechnique Fédérale de Lausanne

Digital Signal Processing

École Polytechnique Fédérale de Lausanne via Coursera Specialization

Overview

This Specialization provides a full course in Digital Signal Processing, with a focus on audio processing and data transmission. You will start from the basic concepts of discrete-time signals and proceed to learn how to analyze data via the Fourier transform, how to manipulate data via digital filters and how to convert analog signals into digital format. Finally, you will also discover how to implement real-time DSP algorithms on a general-purpose microcontroller. The solid theoretical bases provided by the four courses in this specialization are complemented by applied examples in Python, in the form of Jupyter Notebooks; exercises with solutions provide a wealth of examples in order to tackle the weekly homework.

Syllabus

Course 1: Digital Signal Processing 1: Basic Concepts and Algorithms
- Offered by École Polytechnique Fédérale de Lausanne. Digital Signal Processing is the branch of engineering that, in the space of just a few ... Enroll for free.

Course 2: Digital Signal Processing 2: Filtering
- Offered by École Polytechnique Fédérale de Lausanne. Digital Signal Processing is the branch of engineering that, in the space of just a few ... Enroll for free.

Course 3: Digital Signal Processing 3: Analog vs Digital
- Offered by École Polytechnique Fédérale de Lausanne. Digital Signal Processing is the branch of engineering that, in the space of just a few ... Enroll for free.

Course 4: Digital Signal Processing 4: Applications
- Offered by École Polytechnique Fédérale de Lausanne. Digital Signal Processing is the branch of engineering that, in the space of just a few ... Enroll for free.

Courses

Taught by

Martin Vetterli and Paolo Prandoni

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