Overview

Skills you'll learn in the Introduction to Self-Driving Cars program at Udacity

Bayesian Thinking

Probability distribution • Python syntax • Object localization • Basic probability • Bayes' theorem • Python arrays • Gaussian distribution • Conditional probability • matplotlib • NumPy • Bayesian probability • Histogram filters • Code debugging

Working with Matrices

Matrix operations • Kalman filters • Robot state management • Object-oriented programming basics • Vectors • Python methods • Object motion models • Matrix multiplication • State transformations • Python functions • Object localization

C++ Basics

C++ syntax • C++ libraries • C++ functions • Programming language implementations • C++ classes • Python syntax • Programming language type systems • C++ control flow • Python classes • Python lists • C++ vectors

Performance Programming in C++

C++ code optimization • Computer memory architecture • Memory management in c++

Navigating Data Structures

Python data structures • Graph algorithms • Search algorithms • Algorithmic problem solving • Uniform cost search • Greedy algorithms • Breadth-first search • Search problems • Python collections • Depth-first search • A* search algorithm • Tree search

Vehicle Motion and Control

Derivatives • Pythagorean theorem • Robot navigation • Integrals • Accelerometers • Sine • Odometers • Cosine

Computer Vision and Machine Learning

Computer vision fluency • Image transformations • Binary classification models • Feature detection • Feature extraction • Image classification • Image pre-processing • Machine learning fluency • Data augmentation • Data pre-processing for ML

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Programme Structure

Courses include:

Bayesian Thinking

Working with Matrices

C++ Basics

Performance Programming in C++

Navigating Data Structures

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Key information

Duration

Part-time
- 3 months
- Flexible

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Disciplines

Automotive Engineering Machine Learning View 323 other programmes in Machine Learning in United States

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Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

To optimize your success in this program, we've created a list of prerequisites and recommendations to help you prepare for the curriculum. Prior to enrolling, you should have the following knowledge:

Basic C++
Elementary algebra
Basic calculus
Intermediate Python
Deep learning
Linear algebra

You will also need to be able to communicate fluently and professionally in written and spoken English.

Make sure you meet all requirements

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Tuition Fee

To always see correct tuition fees

International

249 USD/module

Tuition Fee

Based on the tuition of 249 USD per module during 3 months.
National

249 USD/module

Tuition Fee

Based on the tuition of 249 USD per module during 3 months.
In-State

249 USD/module

Tuition Fee

Based on the tuition of 249 USD per module during 3 months.

249$ - Monthly Subscription - Unlimited access to all Udacity programs, skills and projects

Funding

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

Win a €10000 Scholarship! Deadline: 30 June 2020

Embark on your journey with the Studyportals Scholarship! We're giving away a total of 20,000 euros to help you achieve your dream of studying abroad.

In order for us to give you accurate scholarship information, we ask that you please confirm a few details and create an account with us.

Scholarships Information

Below you will find Master's scholarship opportunities for Introduction to Self-Driving Cars.

Available Scholarships

You are eligible to apply for these scholarships but a selection process will still be applied by the provider.

About

Overview

Skills you'll learn in the Introduction to Self-Driving Cars program at Udacity

Get more details

Programme Structure

Check out the full curriculum

Key information

Duration

Start dates & application deadlines

Language

Delivered

Disciplines

Explore more key information

What students do after studying

Academic requirements

English requirements

Other requirements

General requirements

Make sure you meet all requirements

Tuition Fee

International

National

In-State

Funding

Scholarships Information

Available Scholarships

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