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#Kalman Filter

Showing: 30 courses
University of Washington

Control Bootcamp

2 rewiews
Rapid overview of optimal control concepts, covering controllability, observability, LQR, and Kalman filter. Applies main approaches to simple Matlab examples for practical understanding.
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47 Lesons
11 hours
On-Demand
Free-Video
Ross Dynamics Lab

Kalman Filter for Beginners - Recursive Filters & MATLAB Examples

2 rewiews
Explore recursive filters, including average, moving average, and low-pass filters, with practical MATLAB examples. Learn the foundations of Kalman filtering for enhanced estimation and data analysis skills.
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9 Lesons
49 minutes
On-Demand
Free-Video
Steve Brunton

Control Bootcamp - Kalman Filter Example in Matlab

1 rewiews
Explore Kalman Filter implementation on inverted pendulum using Matlab, covering theory and practical application in dynamical systems and control engineering.
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7 Lesons
22 minutes
On-Demand
Free-Video
Indian Institute of Technology Madras

Virtual Reality Engineering

1 rewiews
Explore psychophysics, visual perception, haptics, and challenges in VR/AR. Gain insights into human sensory systems and cutting-edge interfaces for immersive experiences.
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19 Lesons
9 hours
On-Demand
Free-Video
NPTEL

Estimation of Signals and Systems

0 rewiews
This course covers lessons on probability theory, random variables, mean and variance, linear signal models, z-transform, Kalman filter, variants of least squares estimation, and estimation problems in instrumentation and control.
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30 Lesons
1 day 2 hours
On-Demand
Free-Video
NPTEL

Optimal Control, Guidance and Estimation

0 rewiews
Comprehensive exploration of optimal control theory, guidance systems, and estimation techniques for aerospace applications, covering LQR, dynamic programming, and Kalman filters.
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40 Lesons
1 day 15 hours
On-Demand
Free-Video
The Julia Programming Language

Real-Time Airborne Magnetic Navigation with MagNav.jl

0 rewiews
Discover how MagNav.jl enables real-time magnetic navigation by compensating aircraft magnetic fields and implementing advanced navigation filters using Julia's powerful features.
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1 Lesons
27 minutes
On-Demand
Free-Video
Ross Dynamics Lab

Kalman Filter for Beginners - Estimation and Prediction Process & MATLAB Example

0 rewiews
Explore Kalman Filter estimation and prediction processes, system modeling, and MATLAB examples. Learn practical applications for dynamic attitude estimation in aerospace engineering.
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10 Lesons
51 minutes
On-Demand
Free-Video
Fields Institute

State Estimation of Complex Systems

0 rewiews
Explore state estimation techniques for complex systems, focusing on advanced methods and applications in dynamical systems and machine learning.
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1 Lesons
24 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Data Assimilation - Kalman Filter - Lecture 7

0 rewiews
Explore Kalman Filter in data assimilation for weather and climate models. Learn theoretical foundations and practical applications of this crucial mathematical approach.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Isaac Newton Institute for Mathematical Sciences

The Legacy of Rudolph Kalman - Systematic Approaches to Data-Driven Predictive Modeling

0 rewiews
Explore Rudolph Kalman's groundbreaking work on data-driven mathematical modeling and its impact on fields like space control, weather prediction, and AI. Gain insights into optimization and iteration concepts.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Alan Turing Institute

Time Series Class - Part 1 - Dr Ioannis Papastathopoulos, University of Edinburgh

0 rewiews
Learn fundamental concepts and advanced techniques for analyzing time series data, including ARMA models, state-space models, and neural networks for forecasting and inference.
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15 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Alan Turing Institute

Time Series Class - Part 1 - Dr. Ioannis Papastathopoulos, University of Edinburgh

0 rewiews
Learn fundamental concepts and advanced techniques in time series analysis, including ARMA models, state-space models, and neural networks for forecasting and inference.
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15 Lesons
1 hour 51 minutes
On-Demand
Free-Video
Alan Turing Institute

Time Series Class - Part 2 - Professor Chris Williams, University of Edinburgh

0 rewiews
Explore time series analysis, from moving average models to advanced state-space techniques and recurrent neural networks. Gain practical skills in parameter estimation, forecasting, and applying models to real-world data.
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30 Lesons
53 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

An Introduction to State-Space Models, Particle Filters, and Sequential Monte Carlo - Lecture 1

0 rewiews
Explore state-space models, particle filters, and sequential methods in Bayesian statistics with Nicolas Chopin's comprehensive introduction to these advanced mathematical concepts.
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1 Lesons
1 hour 51 minutes
On-Demand
Free-Video
The Julia Programming Language

Fast Probabilistic Inference for ODEs with ProbNumDiffEq.jl

0 rewiews
Explore probabilistic ODE solvers with ProbNumDiffEq.jl. Learn Bayesian inference for numerical problems, implementation details, and future prospects in the Julia ecosystem.
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1 Lesons
28 minutes
On-Demand
Free-Video
MITCBMM

Large Scale High Temporal Resolution Effective Connectivity Analysis

0 rewiews
Explore effective connectivity analysis in MEG, addressing challenges in neural data interpretation and introducing advanced techniques for high-resolution brain network mapping.
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27 Lesons
40 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Computational Principles of Sensorimotor Control - Lecture 1

0 rewiews
Explore computational principles of sensorimotor control, including optimal feedback control, state estimation, motor learning, and Bayesian decision theory in human movement and robotics.
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41 Lesons
1 hour 25 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Numerical Weather Prediction Methods

0 rewiews
Explore numerical weather prediction methods, including data assimilation techniques, uncertainty estimation, and applications in atmospheric and climate modeling.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Satellite Data Assimilation - Techniques and Applications

0 rewiews
Explore satellite data assimilation techniques for weather and climate modeling, focusing on theory, methods, and practical applications in atmospheric and oceanic sciences.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Data Assimilation and Dynamical Systems in Earth Sciences - Lecture 3

0 rewiews
Explore data assimilation theory and applications in Earth sciences, focusing on dynamical systems. Gain hands-on experience with practical techniques for integrating observations and forecasts in weather and climate models.
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1 Lesons
2 hours 47 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Bayesian Theory, Cost Function, Minimization, and Incremental Optimization in Data Assimilation

0 rewiews
Explore data assimilation in weather and climate models, covering theory, methods, and applications. Gain hands-on experience with various techniques and their use in atmospheric and oceanic studies.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Ocean Data Assimilation - Lecture 2

0 rewiews
Explore advanced ocean data assimilation techniques, their applications in climate modeling, and methods for integrating diverse oceanic observations to improve forecasting accuracy and understanding of marine systems.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Ocean Data Assimilation - Applications in Weather and Climate Models

0 rewiews
Explore ocean data assimilation techniques, their applications in monitoring and understanding climate variability, and integration with atmospheric and land surface studies.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
MITCBMM

Reinforcement Learning

0 rewiews
Explore reinforcement learning concepts and their applications in psychology and neuroscience. Hands-on exercises demonstrate how algorithms explain animal learning and dopamine neuron firing.
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17 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Strange Loop Conference

Makings of a Modern ACID Compliant Distributed Database

0 rewiews
Explore the internal design of FaunaDB, focusing on ACID guarantees, distributed systems, and performance optimization techniques like Calvin protocol and control theory applications.
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1 Lesons
42 minutes
On-Demand
Free-Video
EuroPython Conference

Handling GPS Data with Python

0 rewiews
Learn to handle GPS data in Python, from reading/writing tracks to visualizing on OpenStreetMap. Explore libraries, add elevation data, and understand algorithms like Douglas-Peucker and Kalman filters for track simplification and smoothing.
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1 Lesons
42 minutes
On-Demand
Free-Video
NDC Conferences

Uncertain Models - Learning from the Past and Optimizing for the Future

0 rewiews
Explore ensemble-based methods for handling uncertainty in engineering decisions, focusing on reservoir planning and windmill farm design. Learn about Kalman Filter variants and gradient approximation techniques.
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1 Lesons
40 minutes
On-Demand
Free-Video
Databricks

How to Make Money Betting on NBA Using Rocket Science

0 rewiews
Explore how Kalman filters, used in rocket science, are applied to NBA betting predictions. Learn about DraftKings' data-driven approach to generate accurate probabilities for bookmaking.
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1 Lesons
32 minutes
On-Demand
Free-Video
Alan Turing Institute

Kalman-Bucy Informed Neural Networks for System Identification

0 rewiews
Combining physics-informed neural networks and Kalman filters to identify parameters in continuous-time systems with noisy measurements, improving model precision for complex systems.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video