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Have you ever dreamt of understanding how an autonomous car works?

In this course you will learn how to program all the major systems of a robotic car. This class will teach you basic methods in Artificial Intelligence, including: probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. At the end of the course, you will leverage what you learned by solving the problem of a runaway robot.

### Assessment

This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.

### Certification

Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certificate at a cost of £49.

Having an Official Edukite Certification is a great way to celebrate and share your success. You can:

• Show it to prove your success

Course Credit: Stanford University

### Course Curriculum

 Localization Overview Introduction 00:04:00 Nanodegree Program 00:01:00 Localization 00:02:00 Total Probability 00:05:00 Uniform Probability Quiz 00:01:00 Uniform Distribution 00:01:00 Generalized Uniform Distribution 00:01:00 Probability After Sense 00:02:00 Compute Sum 00:01:00 Normalize Distribution 00:01:00 pHit and pMiss 00:00:00 Sum of Probabilities 00:01:00 Sense Function 00:01:00 Normalized Sense Function 00:01:00 Test Sense Function 00:01:00 Multiple Measurements 00:01:00 Exact Motion 00:01:00 Move Function 00:01:00 Inexact Motion 1 00:02:00 Inexact Motion 2 00:01:00 Inexact Motion 3 00:01:00 Inexact Move Function 00:01:00 Limit Distribution Quiz 00:01:00 Move Twice 00:01:00 Move 1000 00:01:00 Sense and Move 00:02:00 Sense and Move 2 00:01:00 Localization Summary 00:01:00 Formal Definition of Probability 1 00:01:00 Formal Definition of Probability 2 00:01:00 Formal Definition of Probability 3 00:01:00 Bayes’ Rule 00:03:00 Cancer Test 00:01:00 Theorem of Total Probability 00:02:00 Coin Flip Quiz 00:01:00 Two Coin Quiz 00:01:00 Assessment Submit Your Assignment 00:00:00 Certification 00:00:00

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