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#Estimation Theory

Showing: 21 courses
NPTEL-NOC IITM

Minimum Mean Squared Error Estimation

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Explore minimum mean squared error estimation techniques, covering inner product spaces, univariate subspaces, bivariate functions, and MMSC estimation.
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6 Lesons
17 minutes
On-Demand
Free-Video
Conference GSI

On Fisher Information Matrix, Array Manifold Geometry and Time Delay Estimation

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Explore Fisher information matrix, array manifold geometry, and time delay estimation concepts in signal processing and their interconnected applications.
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1 Lesons
23 minutes
On-Demand
Free-Video
Simons Institute

Statistical Limits of Causal Inference

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Explore fundamental limits of causal effect estimation in observational data, examining personalized effects, non-smooth settings, and discrete scenarios without assuming prior causal inference knowledge.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Numberphile

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

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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.
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1 Lesons
17 minutes
On-Demand
Free-Video
Institut Henri Poincaré

Marked Point Process Modeling and Estimation Problems in Neural Data Analysis

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Explore marked point process modeling and estimation techniques for analyzing neural data, focusing on advanced statistical approaches in neuroscience research.
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1 Lesons
38 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to Precision Measurements and Quantum Metrology

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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.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Quantum Sensor Networks - Lecture 1

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Explore quantum sensor networks in this lecture, covering theory, applications, and advancements in precision measurements using quantum resources like entanglement and superposition.
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1 Lesons
2 hours 4 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

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

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Explore precision measurements in quantum metrology, focusing on the 138Ba+ clock transition. Learn about GHz inaccuracy and magic frequency techniques in atomic physics.
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1 Lesons
55 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

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

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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.
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1 Lesons
49 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Ultracold Atomic Spin Mixtures for Precision Quantum Measurements

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Explore ultracold atomic spin mixtures and their applications in precision quantum measurements, advancing our understanding of quantum metrology and sensing technologies.
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1 Lesons
41 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

MOT at Blue Narrow Transition Assisted by Blue Detuned Cooling in RB

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Explore advanced cooling techniques in Magneto-Optical Traps using blue-detuned lasers for rubidium atoms, enhancing precision in quantum metrology and atomic physics experiments.
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1 Lesons
39 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Single Trapped Ion Based Optical Frequency Standard

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Explore precision measurements and quantum metrology, covering theory, estimation, atomic/optical techniques, and applications using atoms, ions, molecules, photons, and NV-centers.
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1 Lesons
45 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Diamonds Are Forever for Everyone by Kasturi Saha

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Explore quantum metrology and precision measurements, covering theory, estimation, and techniques using atoms, photons, and NV-centers. Learn about emerging quantum technologies and their applications.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Basics of Quantum Metrology - Lecture 3

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Explore quantum metrology fundamentals, focusing on precision measurements and estimation theory in quantum systems. Learn about advanced techniques for enhancing measurement accuracy beyond classical limits.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Quantum Sensor Networks - Lectures 1 and 2

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Explore quantum sensor networks, their applications, and potential for advancing precision measurements and quantum metrology in this comprehensive lecture series.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Towards Developing the Next Generation All-Optical Portable Atomic Sensors

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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.
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1 Lesons
40 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Basics of Quantum Metrology - Lecture 1

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Explore quantum metrology fundamentals, precision measurements, and estimation theory. Learn about quantum resources for unprecedented accuracy in measurements and sensing technologies.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Quantum Computing with Rydberg-Interacting Qubits by Ajay Wasan

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Explore quantum computing using Rydberg-interacting qubits, delving into advanced concepts and applications in this cutting-edge field of quantum technology and information processing.
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1 Lesons
42 minutes
On-Demand
Free-Video
Simons Institute

Sample-Complexity of Estimating Convolutional and Recurrent Neural Networks

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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.
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13 Lesons
35 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: Estimation and Confidence Intervals for Normal Random Variables - Lecture 14

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Master statistical estimation techniques and confidence intervals, focusing on normal random variables with known variance through practical examples and theoretical foundations.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: A Comprehensive Review - Lecture 18

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Master essential probability and statistics concepts, from basic probability and random variables to hypothesis testing and confidence intervals in this comprehensive semester review.
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1 Lesons
1 hour 51 minutes
On-Demand
Free-Video