About this Specialization

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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.
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100% online courses
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Flexible Schedule
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Intermediate Level
Approx. 4 months to complete
Suggested 6 hours/week
English
Shareable Certificate
Earn a Certificate upon completion
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Set and maintain flexible deadlines.
Intermediate Level
Approx. 4 months to complete
Suggested 6 hours/week
English

There are 4 Courses in this Specialization

Course1

Course 1

Digital Signal Processing 1: Basic Concepts and Algorithms

4.6
stars
288 ratings
53 reviews
Course2

Course 2

Digital Signal Processing 2: Filtering

4.7
stars
101 ratings
16 reviews
Course3

Course 3

Digital Signal Processing 3: Analog vs Digital

4.8
stars
42 ratings
1 reviews
Course4

Course 4

Digital Signal Processing 4: Applications

4.9
stars
37 ratings
2 reviews

Offered by

Placeholder

École Polytechnique Fédérale de Lausanne

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