Sampling Theory Courses and Certifications

STAT 506: Sampling Theory and Methods

Learn sampling design and analysis methods for research and management across various fields, ensuring efficient data summarization and analysis with minimal assumptions and complications.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

IIT Kanpur;  NPTEL

Essentials of Data Science With R Software-2: Sampling Theory and Linear Regression Analysis

Explore sampling theory and linear regression analysis using R software. Learn essential statistical tools for data science, including simple and stratified random sampling, bootstrap methodology, and LASSO regression.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Fields Institute

Near-Optimal Averaging Samplers and Matrix Samplers

Explore advanced sampling techniques for matrices and averaging problems with near-optimal performance guarantees in computational complexity theory.

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

Statistical Inference in R

A core set of skills in statistical inference necessary to understand, interpret, and tune your statistical & machine learning models.

• DataCamp
• 16 hours
• On-Demand
• Free Trial Available

Learn Digital Signal Processing - From Basics To Advance

356 ratings at Udemy

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

• Udemy
• 1 day 12 minutes
• On-Demand
• Paid Course

IEEE Signal Processing Society

Sub-Nyquist Sampling - Theory and Applications

Explore cutting-edge signal processing research with Prof. Yonina Eldar from Weizmann Institute of Science in this IEEE Signal Processing Society webinar.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Simons Institute

Quantum Supremacy via Boson Sampling: Theory and Practice - Quantum Colloquium

Explore quantum supremacy via BosonSampling, comparing it to other quantum computing approaches and discussing recent advancements, challenges, and open theoretical problems in the field.

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

Discover AI

Information-Directed Sampling for AI Agent Alignment - From Theory to Practice

Explore Stanford's groundbreaking Information-Directed Sampling approach for aligning AI agents with human values, focusing on optimal decision-making and continuous learning in dynamic environments.

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

TheIACR

Sampling and Friends in Cryptographic Theory - Session I

Explore advanced cryptographic concepts in sampling and related techniques, enhancing your understanding of theoretical foundations in modern cryptography.

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Surface Reconstruction and Sampling: Theory and Applications - From Point Clouds to Smooth Surfaces

Explore surface reconstruction techniques and sampling methods for efficient representation of real-world objects, focusing on theoretical bounds, algorithms, and handling various data formats and scan artifacts.

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

Institute for Advanced Study

Tropical(ized) Quantum Field Theory and Global Tropical Sampling

Discover how to tropicalize scalar quantum field theory with exact solutions and polynomial-time sampling algorithms for perturbative computations up to 50 loops.

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

Environmental Education and Conservation

Explore environmental conservation, biodiversity assessment, disaster management, pollution control, and sustainability practices for effective environmental stewardship.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Statistics

The world we live in is full of data that comes from everywhere around us. The data themselves are just noise and confusion. To make sense of data, to extract the information hidden in it, we need a powerful branch of science---STATISTICS.

• XuetangX
• On-Demand
• Free Online Course

Signal and Linear System

The signals and linear systems course team has good ethics, high academic attainment, and strong teaching ability.

• XuetangX
• On-Demand
• Free Online Course

Jiangxi Normal University

Signals and Systems

Master fundamental concepts of signal processing, from time and frequency domain analysis to transforms, sampling, and system design. Gain practical skills in communication systems and digital processing.

• XuetangX
• On-Demand
• Free Online Course