Fundamentals of Digital Signal Processing

Fundamentals of Digital Signal Processing

This course focuses on the fundamentals of digital signal processing that covers the fundamentals of signals, systems and transforms.

Beginner

77 Lessons

20h

Certificate of Completion

This course focuses on the fundamentals of digital signal processing that covers the fundamentals of signals, systems and transforms.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment
41 Playgrounds
6 Quizzes

This course includes

1 Assessment
41 Playgrounds
6 Quizzes

Course Overview

We live in a world filled with signals which can be represented by sequences of numbers in a digital machine. These sequences of numbers can be manipulated by algorithms and have numerous applications in audio, images, video, wireless transmission and countless other domains. In this course, you’ll understand the field of digital signal processing with a focus on the design and analysis of signals, and algorithms. You’ll cover the DSP fundamentals of signals, systems and transforms. You’lll learn about th...Show More

TAKEAWAY SKILLS

Scientific Algorithms

Python Basics

What You'll Learn

An understanding of digital signals in the time and frequency domains

Familiarity with basic signal types and operations on them

An understanding of the sampling of signals

Knowledge about the Fourier transform and its properties

A working knowledge of Linear Time Invariant (LTI) systems and their applications

The ability to modulate and demodulate a digital signal and utilizing its spectrum

What You'll Learn

An understanding of digital signals in the time and frequency domains

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Course Content

1.

Introduction to Signals

2.

Basic Signals and Operations

3.

Complex Signals and the Frequency Domain

4.

Sampling a Signal

5.

The Discrete Fourier Transform

6.

Fourier Transform Properties

8 Lessons

7.

Digital Systems

16 Lessons

8.

Putting It All Together: An OFDM Modem

8 Lessons

Demodulating an OFDM Signal Stream

Assessment

9.

The Last Words

1 Lesson

10.

Bibliography

1 Lesson

Course Author

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Anthony Walker

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Emma Bostian 🐞

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Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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