Fourier Transform Courses and Certifications

Valerio Velardo - The Sound of AI

Short-Time Fourier Transform Explained Easily

Explore the Short-Time Fourier Transform's theory and applications in AI audio processing, including spectrogram extraction for deep learning models, explained visually and intuitively.

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

Valerio Velardo - The Sound of AI

Discrete Fourier Transform Explained Easily

Explore the Discrete Fourier Transform's adaptation for digital signals, its visual interpretation, and practical hacks for time and frequency domains in audio signal processing.

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

NPTEL;  IIT Delhi

Quantum Mechanics and Applications

In this course, you will learn Basic mathematical preliminaries: Dirac Delta function and Fourier Transforms. Wave-particle duality, one- and three-dimensional Schrodinger equation. The free particle problem in one dimension. Wave Packets and Group veloc…

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

NPTEL;  IIT Delhi

Quantum Mechanics and Applications

Explore quantum mechanics fundamentals, including wave-particle duality, Schrödinger equation, and applications in atomic physics. Develop problem-solving skills for quantum systems.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Neso Academy

Laplace Transform - Chapter 8 - Signals and Systems

Master Laplace Transform fundamentals, properties, ROC analysis, and problem-solving techniques for signals and systems applications in engineering.

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

Serrano.Academy

The Discrete Fourier Transform - Fundamentals and Applications

Explore the Discrete Fourier Transform, its inverse, formula, and matrix form in this concise tutorial, gaining insights into signal processing and frequency analysis.

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

Serrano.Academy

The Fast Fourier Transform - Efficient Algorithm for Signal Processing

Dive into the Fast Fourier Transform, exploring its efficiency over the Discrete Fourier Transform and understanding the crucial Butterfly algorithm in signal processing.

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

Simons Institute

Sparse Fourier Transform Algorithm for Real-Time Applications

Explore real-time applications of Sparse Fourier Transform, including spectrum sensing and wireless networks, with algorithms for efficient signal processing and sparse recovery.

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

Ryan O'Donnell

Fast Fourier Transform - Lecture 7c of CS Theory Toolkit

Explore the Fast Fourier Transform algorithm and its application in efficient integer multiplication, with insights from a CMU graduate-level computer science theory course.

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

Learn Digital Signal Processing - From Basics To Advance

366 ratings at Udemy

Complete Course for 2021 - Digital Signal Processing, DSP, Signal Processing, DFT, FFT, Digital Filters

• Udemy
• 1 day 12 minutes
• Self-Paced
• Paid Course

NumPy Masterclass: Python on Data Science & Machine Learning

324 ratings at Udemy

The Complete Hands-On Guide to NumPy - Used for Linear Algebra, Scientific Computing, Machine Learning and Data Science

• Udemy
• 5 hours 31 minutes
• Self-Paced
• Paid Course

Stanford Seminar - Representation Learning for Autonomous Robots, Anima Anandkumar

I will describe some key ingredients to enable this: (1) robust self-supervised learning (2) uncertainty awareness (3) compositionality. We utilize NVIDIA Isaac for GPU-accelerated robot learning at scale on a variety of tasks and domains.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

NPTEL;  IISc Bangalore

Principles and Applications of NMR Spectroscopy

3 ratings

The objective of the course is to teach the basic aspects of nuclear magnetic resonance (NMR) spectroscopy, which is an important analytical tool in chemical and pharmaceutical industry for the structural characterization of molecules.

• YouTube
• 20 hours
• Self-Paced
• Free Video

Signals and Systems

Signals and Systems: This course will help you to understand fundamental concepts, principles, analysis and designs of signals transmitting through systems.

• XuetangX
• Self-Paced
• Free Online Course

Institute for Advanced Study

Fourier-Mukai Transform for Tropical Abelian Varieties

Explore the cohomological Fourier-Mukai transform for tropical Abelian varieties, including applications like the generalized Poincaré formula, based on joint research with Soham Ghosh.

• YouTube
• 1 hour 36 minutes
• Self-Paced
• Free Video