Certificado Pago Intermediário IA e Machine Learning

Especialização em carros autônomos - Universidade de Toronto

University of Toronto

Mergulhe na engenharia de veículos autônomos com a Universidade de Toronto. Aprenda toda a pilha de software para carros autônomos, incluindo percepção, planejamento de movimento, localização e controle de veículos usando técnicas de última geração.

Duração

7 months

Nível

Intermediário

Prazo

Sem prazo

🌐 Idiomas disponíveis: English
📅 Última atualização: 2026-03-24

📋 Pré-requisitos

Proficiency in Python programming, linear algebra, calculus, and probability is required. Familiarity with basic machine learning concepts and computer vision is strongly recommended.

👥 Para Quem é Este Curso

  • Engineers and researchers pursuing careers in autonomous vehicles
  • Robotics and AI professionals interested in self-driving technology
  • Computer science students specializing in perception and planning systems
  • Automotive industry professionals transitioning to autonomous systems

📚 O Que Você Vai Aprender

1

Introduction to Self-Driving Cars and Vehicle Architecture

2

State Estimation and Localization for Self-Driving Cars

3

Visual Perception for Self-Driving Cars

4

Motion Planning for Self-Driving Cars

5

Vehicle Control and Safety Systems

6

Self-Driving Car Integration and Testing

🏛️ Sobre a Instituição — University of Toronto

The University of Toronto, founded in 1827, is Canada's top-ranked university and a global leader in artificial intelligence research. Its faculty includes pioneers in deep learning and its robotics institute is at the forefront of autonomous systems research.

Fundada em

1827

Localização

Toronto, Ontario, Canada

Reconhecimento

#1 University in Canada — Times Higher Education (2026)

❓ Perguntas Frequentes

Can I take this University of Toronto self-driving cars program for free?
Yes, you can audit each course in the specialization for free on the course platform. This provides access to video lectures and some course materials. Graded assignments, projects, and the certificate require a subscription or financial aid.
What programming languages and tools are used in this specialization?
The specialization primarily uses Python along with libraries such as NumPy and OpenCV. You will also work with the CARLA open-source driving simulator for hands-on autonomous vehicle development projects.
How long does it take to complete the self-driving cars specialization?
The specialization takes approximately 7 months to complete at a pace of 5-6 hours per week. It is self-paced on the course platform, allowing you to adjust the timeline based on your availability and prior experience.

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