Digital Signal Processing Courses and Certifications

数字信号处理

数字信号处理是信息数字化的基础，该课程内容主要包括连续时间信号的离散化、离散信号的时域分析，频域分析、数字滤波器的结构和设计等。

• XuetangX
• Self-Paced
• Free Online Course

数据采集与处理

聚焦模拟与数字信号转换，系统讲解数据采集系统及多种A/D、D/A转换器的原理与典型应用。

• XuetangX
• Self-Paced
• Free Online Course

Using Sensors With Your Raspberry Pi

15 ratings at Coursera

Design and integrate sensors with a Raspberry Pi: store and apply calibration curves, judge accuracy and uncertainty, build amplifier and filter circuits, and post-process data in Python.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Stanford;  Universitat Pompeu Fabra

Audio Signal Processing for Music Applications

294 ratings at Coursera

Analyze, transform and synthesize musical sounds with spectral techniques: DFT, STFT, sinusoidal, harmonic and stochastic models, implemented in Python with sms-tools, Essentia and the Freesound API.

• Coursera
• 11 weeks, 4 hours a week
• Self-Paced
• Free Online Course

Master the Fourier transform and its applications

2629 ratings at Udemy

Learn the Fourier transform in MATLAB and Python, and its applications in digital signal processing and image processing

• Udemy
• 6 hours 46 minutes
• Self-Paced
• Paid Course

Digital Signal Processing 1: Basic Concepts and Algorithms

5 ratings

Build a digital signal processing toolset from discrete-time signals through Fourier analysis, filter design, sampling and quantization, then use it to analyze a practical communication system.

• Coursera
• 4 weeks, 7 hours a week
• Not Currently Offered
• Paid Course

Coursera

Transform Audio: Extract Features & Augment Models

Turn raw waveforms into ML-ready audio features with STFT, MFSCs and MFCCs, then build augmentation pipelines using noise injection and temporal and spectral transformations.

• Coursera
• 2 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Optimizing 3G Layer 1 Firmware: Design to Debug

Optimize 3G Layer 1 baseband firmware: analyze channel coding and timing synchronization, implement modulation and power control in embedded C, and profile trace logs to remove bottlenecks.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course

Codificación de audio: Más allá del MP3

10 ratings

En este curso el alumno estudiará los fundamentos de los sistemas de compresión de audio así como los estándares más utilizados. Se verán los estándares del grupo MPEG como el MP3 y el AAC así como ot

• edX
• 5 weeks, 4-5 hours a week
• Self-Paced
• Free Online Course (Audit)

Valerio Velardo - The Sound of AI

Audio Signal Processing for Machine Learning

Master audio signal processing fundamentals and extract features from raw audio data using Python to build powerful AI applications with hands-on implementation techniques.

• YouTube
• 10 hours 24 minutes
• Self-Paced
• Free Video

Neso Academy

Discrete Time Signals - Chapter 10 - Signals and Systems

Master discrete-time signal operations, transformations, and analysis through 21 comprehensive videos covering shifting, scaling, convolution, and energy/power calculations.

• YouTube
• 3 hours 21 minutes
• Self-Paced
• Free Video

Neso Academy

Signal Types - Signals and Systems Chapter 3

Master signal classification, properties, and mathematical analysis for continuous and discrete-time systems with comprehensive theory and GATE-level problem solving.

• YouTube
• 9 hours 30 minutes
• Self-Paced
• Free Video

Neso Academy

Signal Definition - Signals and Systems Chapter 1

Discover fundamental signal concepts, classifications, and graphical operations essential for electronics, electrical engineering, and computer science students.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Electronic applications

7 ratings at OpenLearn

Electronics is fundamental to modern life. Take for example this free course, Electronic applications. An interactive website with videos and interactive software will show how electronic systems ...

• OpenLearn
• 10 hours
• Self-Paced
• Free Certificate

Signals and Systems, Part 2

This course provides the basic toolkit for any signal processing application - the abstraction of signals and systems, from the point of view of analysis and characterization.

• edX
• 10 weeks, 4-6 hours a week
• Self-Paced
• Free Certificate