Estimation Theory Courses and Certifications

NPTEL-NOC IITM

Minimum Mean Squared Error Estimation

Explore minimum mean squared error estimation techniques, covering inner product spaces, univariate subspaces, bivariate functions, and MMSC estimation.

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

Linear Kalman Filter Deep Dive (and Target Tracking)

Explore linear Kalman filter derivation, robustness enhancements, extensions, and practical implementation in target tracking using Octave, building on foundational knowledge.

• Coursera
• 21 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

IIT Madras;  NPTEL

Applied Time-Series Analysis

1 review

Learn time-series analysis techniques, including stationarity, correlation functions, ARIMA models, and spectral analysis. Gain practical skills using R for data modeling and analysis across various fields.

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

Support Topics for Statistics

Enhance mathematical reasoning and critical thinking for success in Elementary Statistics, covering descriptive and inferential methods, probability, and data analysis.

• California Community Colleges System
• 14 weeks, 2 hours a week
• 26th Aug, 2024
• Paid Course

Elementary Statistics

Explore descriptive and inferential statistics, probability, and statistical methods. Master sample analysis, distributions, estimation, hypothesis testing, regression, and ANOVA.

• California Community Colleges System
• 15 weeks, 3 hours a week
• 26th Aug, 2024
• Paid Course

Simons Institute

Sample-Complexity of Estimating Convolutional and Recurrent Neural Networks

Explore sample-complexity in estimating neural networks, focusing on CNN and RNN architectures. Learn about generative models, minimax analysis, and key results through theoretical proofs and practical experiments.

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

International Centre for Theoretical Sciences

Quantum Computing with Rydberg-Interacting Qubits by Ajay Wasan

Explore quantum computing using Rydberg-interacting qubits, delving into advanced concepts and applications in this cutting-edge field of quantum technology and information processing.

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

International Centre for Theoretical Sciences

GHz Inaccuracy Magic Frequency Measurements of 138Ba+ Clock Transition by Sapam Ranjita Chanu

Explore precision measurements in quantum metrology, focusing on the 138Ba+ clock transition. Learn about GHz inaccuracy and magic frequency techniques in atomic physics.

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

International Centre for Theoretical Sciences

Cold Atoms as a Tool for Precision Measurements by Satya Ram Mishra

Explore cold atoms as precision measurement tools, covering quantum metrology, atomic physics techniques, and applications in cutting-edge research for enhanced measurement accuracy and new scientific discoveries.

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

International Centre for Theoretical Sciences

Quantum Sensor Networks - Lecture 1

Explore quantum sensor networks in this lecture, covering theory, applications, and advancements in precision measurements using quantum resources like entanglement and superposition.

• YouTube
• 2 hours 4 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Introduction to Precision Measurements and Quantum Metrology

Explore precision measurements and quantum metrology, covering theory, estimation, and techniques using atoms, photons, and NV-centers. Gain insights for future research in quantum technologies.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Towards Developing the Next Generation All-Optical Portable Atomic Sensors

Explore cutting-edge developments in all-optical portable atomic sensors, focusing on precision measurements and quantum metrology advancements for future quantum technologies and scientific discoveries.

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

Institut Henri Poincaré

Marked Point Process Modeling and Estimation Problems in Neural Data Analysis

Explore marked point process modeling and estimation techniques for analyzing neural data, focusing on advanced statistical approaches in neuroscience research.

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

Numberphile

The Clever Way to Count Tanks - World War II Statistical Analysis

Discover how mathematics and probability solved the mystery of Nazi Germany's tank production during World War II, featuring insights from Dr James Grime on this fascinating historical application.

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

International Centre for Theoretical Sciences

Basics of Quantum Metrology - Lecture 1

Explore quantum metrology fundamentals, precision measurements, and estimation theory. Learn about quantum resources for unprecedented accuracy in measurements and sensing technologies.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video