Sertifikat Berbayar Menengah AI & Machine Learning

Spesialisasi Mobil Self-Driving - Universitas Toronto

University of Toronto

Selami teknik kendaraan otonom dengan University of Toronto. Pelajari seluruh perangkat lunak mobil self-driving termasuk persepsi, perencanaan gerak, lokalisasi, dan kontrol kendaraan menggunakan teknik canggih.

Durasi

7 months

Tingkat

Menengah

Batas Waktu

Tanpa Batas Waktu

🌐 Bahasa tersedia: English
📅 Terakhir diperbarui: 2026-03-24

📋 Prasyarat

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

👥 Untuk Siapa Kursus Ini

  • 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

📚 Apa Yang Akan Anda Pelajari

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

🏛️ Tentang Institusi — 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.

Didirikan

1827

Lokasi

Toronto, Ontario, Canada

Pengakuan

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

❓ Pertanyaan yang Sering Diajukan

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.

📖 Dapatkan Panduan Langkah demi Langkah

Panduan lengkap dengan tangkapan layar, tips, dan pemecahan masalah

  • Panduan pendaftaran langkah demi langkah
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  • Tips menyelesaikan lebih cepat
  • FAQ dan pemecahan masalah
$9,99 — Dapatkan Panduan Langkah demi Langkah