Sampling Theory Courses and Certifications

NPTEL;  IIT Kharagpur

Urban Landuse and Transportation Planning - Prof. Debpratim Pandit

This course provides the basic concepts and skill sets to undertake urban landuse and transportation planning and to analyze the impact of various policies either related to infrastructure development, environmental regulation and urban expansion.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

NPTEL-NOC IITM

Continuous and Discrete Time Systems - Lecture 8

Explore continuous and discrete time systems, understanding their fundamental concepts and applications in signal processing and control theory.

• YouTube
• 14 minutes
• On-Demand
• Free Video

ADC - Audio Developer Conference

Practical Digital Signal Processing Workshop

Explore digital audio signal processing, from continuous acoustic to discrete digital signals. Learn sampling theory, filtering, and time-frequency domain transformations through practical methods and hands-on exercises.

• YouTube
• 2 hours 14 minutes
• On-Demand
• Free Video

ADC - Audio Developer Conference

Aliasing and Oversampling for DSP Engineers

Explore aliasing distortion, oversampling techniques, and their impact on audio software development. Learn when and how to implement oversampling effectively.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Steve Brunton

Sample Variance in Random Population Sampling

Discover how to compute the expected value of sample variance in random population sampling to understand larger population properties through statistical analysis.

• YouTube
• 12 minutes
• On-Demand
• Free Video

ICTP Mathematics

Sampling, Tilings, and Quasicrystals

Explore connections between sampling theorem, tiling properties, and model sets. Discover links to Fuglede's theorem and quasicrystals, bridging mathematics and materials science.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Infinite-Dimensional Inverse Problems with Finite Measurements

Explore infinite-dimensional inverse problems with finite measurements, focusing on uniqueness, stability, and reconstruction. Learn about applied harmonic analysis, compressed sensing, and inverse problems in PDEs.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Signal Recovery, Restriction Theory, and Applications - Lecture 2

Explore signal recovery techniques using Fourier transforms and restriction theory, with applications to multiple transmissions and continuous problems in mathematics.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Isaac Newton Institute for Mathematical Sciences

Optimality of Algorithms for Approximation and Computation - Rothschild Lecture

Explore optimality in approximation and computation algorithms with Prof. Ronald DeVore's in-depth analysis of mathematical techniques and their applications in data science.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

USC Probability and Statistics Seminar

Mean and Location Estimation with Optimal Constants - UW Madison

Explore advanced statistical techniques for mean and location estimation, focusing on finite sample theories and optimal constants in high-dimensional regimes.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Centre for Networked Intelligence, IISc

New Trends in High-Dynamic Range Analog-to-Digital Converters

Explore new trends in high-dynamic range analog-to-digital converters, focusing on modulo-folding architectures as alternatives to conventional ADCs for processing high-dynamic range signals.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Confidence Interval Estimation - Part 2

Explore the concept of confidence interval estimation, focusing on interval length and population mean estimation when standard deviation is unknown.

• YouTube
• 32 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Unbiased Estimation

Explore the principles and techniques of unbiased estimation in statistical analysis, focusing on methods to create accurate estimators without systematic errors.

• YouTube
• 39 minutes
• On-Demand
• Free Video

UofU Data Science

Introduction to Statistics: Independent and Identically Distributed Random Variables - Lecture 12

Explore fundamental statistical concepts including iid random variables, sample realizations, and the Central Limit Theorem while practicing implementations in R programming.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Squid: Schools for Quantum Information Development

Shallow Quantum Circuits: Unconditional Separations Between Quantum and Classical Computing

Delve into quantum circuit complexity, exploring unconditional separations between quantum and classical computing, with practical circuit construction techniques and sampling distribution analysis.

• YouTube
• 51 minutes
• On-Demand
• Free Video