About this Specialization

Developments in computer vision algorithms have improved the automation of driving tasks, and powered advancements in autonomous vehicles forward. To get autonomous vehicles on the road, the job market is in need of engineers with a strong industrial command over AI/ML algorithms, relevant programming languages, operating systems, and camera systems.

This Specialization has nine courses that will give you the job ready skills needed to work in the industry. You will learn about machine learning algorithms, JAVA, Python, C++, and the operating systems involved in the development of computer vision technology for autonomous vehicles. In addition to this, you will get a basic understanding of camera systems, and how software and operating systems are interfaced with sensors to receive and interpret data inputs. This specialization will also explain the image processing techniques involved to make sense of visual inputs in autonomous vehicles.

The coursework in this specialization includes theoretical content, challenges, and more than 10 projects crafted to replicate industry standards. You will also collaborate with instructors to complete guided projects that demonstrate an industrial approach. After completing the coursework in this specialization, you will receive a certificate that demonstrates your job ready skills to secure core positions in the industry.

Course Overview

Course 1
Introduction to C++

Course 2
Core and Advanced Python Programming

Course 3
Data Structures and Algorithms using Python

Course 4
Basics of Computer Vision using Python

Course 5
Introduction to Camera Systems using C++

Course 6
Introduction to Machine Learning Algorithms and their Implementation in Python

Course 7
Introduction to ROS/Github/Linux

Course 8
Linear Algebra

Course 9
Introduction to OpenCV

Projects Plus

Projects Plus gives you the opportunity to interact with leading experts in the field to complete highly industry-relevant projects that build your professional portfolio. You will get access to live sessions during which experts will guide you through each step of the project. As you work through these projects, you will understand how software tools are used in the real-world, and how they relate to the theoretical concepts taught. Projects Plus equips you with the job ready skills needed to work in the industry.

Industry Level Projects

K-Means Clustering

Real-Time Traffic Tracking using Matching Algorithms

Real-Time Video Segmentation using ML Feature Extraction

Designing a Wall Following Robot

Using CARLA Simulator to Simulate a Model

Experts Behind the Courses

Our instructors have years of demonstrated experience working in the automotive engineering industry. Here’s a look at their areas of expertise.

Frequently Asked Question

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