Kalman Filter Courses and Certifications

Ross Dynamics Lab

Kalman Filter for Beginners - Recursive Filters & MATLAB Examples

2 reviews

Learn to use the Kalman Filter with real-world MATLAB examples in less than an hour with Ross Dynamics Lab. Enhance your estimation and data analysis skills.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Steve Brunton

Control Bootcamp - Kalman Filter Example in Matlab

1 review

Explore the Kalman Filter in Matlab with Steve Brunton in less than an hour. Learn about dynamical systems and simulations using an inverted pendulum on a cart.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

Ross Dynamics Lab

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

Learn to use the Kalman Filter for dynamic attitude estimation with time-varying gyroscope data in less than an hour with Ross Dynamics Lab. Includes MATLAB examples.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

State Estimation and Localization for Self-Driving Cars

809 ratings at Coursera

Learn to use sensors for state estimation and localization in self-driving cars with this advanced 5-week course from the University of Toronto. Ideal for those with a background in engineering or robotics.

• Coursera
• 1 day 2 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Control Bootcamp

2 reviews

This course explores control bootcamp topics and COVID-19 applications with Reinforcement Learning & Model Predictive Control, using linear systems and eigenvalues for stability and linearizing around a fixed point to gain controllability.

• YouTube
• 11 hours
• On-Demand
• Free Online Course

Mercedes Benz;  Waymo Microcredential

Self Driving Car Engineer

5 reviews

Learn to engineer self-driving cars with Mercedes Benz in a 21-week course. Master machine learning, sensor fusion, robotic localization, path planning, and control techniques.

• Udacity
• 5 months
• On-Demand
• Paid Course

Virtual Reality Engineering

1 review

Lecture 1 Three Psychophysical Laws.lecture 2 Sensation and Perception.Lectures 3 Psychophysics of Visual Perception.lectures 4 Gamma Encoding. Lecture 43 Limiting Resolution. Lecture 49 Psyohophysics. of Depth Perception.

• YouTube
• 9 hours
• On-Demand
• Free Online Course

Mercedes Benz Microcredential

Sensor Fusion

175 ratings at Udacity

Learn to fuse data from multiple sensors for tracking non-linear motion and objects with Mercedes Benz's 17-week course. Ideal for careers in robotics and self-driving cars.

• Udacity
• 3 months
• On-Demand
• Paid Course

NPTEL;  IIT Kharagpur

Estimation of Signals and Systems

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.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Online Course

Strange Loop Conference

Makings of a Modern ACID Compliant Distributed Database

Explore the design of modern ACID compliant distributed databases with Attila Szegedi from Strange Loop Conference. Learn about FaunaDB's internals, Calvin protocol, and more in under 1 hour.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

Object Tracking and Localization

Learn how to locate an object and track it over time. These techniques are used in a variety of moving systems, such as self-driving car navigation and drone flight.

• Udacity
• 4 weeks, 3-4 hours a week
• On-Demand
• Paid Course

NDC Conferences

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

Explore uncertainty in engineering decisions, optimization over uncertain models, and data utilization for future planning with NDC Conferences. No prior knowledge required.

• YouTube
• 40 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Handling GPS Data with Python

Learn to handle GPS data in Python with EuroPython Conference's material. Understand libraries, GPS Exchange Format, elevation info addition, and GPS algorithms in under an hour.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

Optimal Control, Guidance and Estimation

Master optimal control, guidance, and estimation with NPTEL's 39-hour program. Learn static optimization, calculus of variations, flight dynamics, missile guidance, and more.

• YouTube
• 1 day 15 hours
• On-Demand
• Free Online Course

MITCBMM

Reinforcement Learning

Explore reinforcement learning concepts with MITCBMM's 1-2 hour tutorial, led by Prof. Sam Gershman. Learn through hands-on exercises and understand its application in psychology and neuroscience.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Online Course