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Learn the basics of Self-Driving Cars in a simplified manner | Autonomous Vehicles

What you will learn

Need for Self-Driving Car

History of Self-Driving Car

Human Brain & Artificial Neural Network

Foundations of AI & Machine Learning [ML]

Type of ML – Supervised , Unsupervised, Reinforcement Learning

Role of ML in Self-Driving Car / Autonomous Vehciles

Perception Module

Localization Module

Path Planning Module

Motion Control Module

Case Study I – Waymo System Overview

Case Study I – Waymo Perception, Localization, Path Planning, & Motion Control Module

Description

Zero to Hero: Self-Driving Car Foundational Course 2024 (Case Studies Included)

Learn the Fundamentals of Self-Driving Cars in an Easy-to-Understand Format

Welcome to our Self-Driving Cars Starter Course. This course is designed to provide a straightforward introduction to the world of autonomous vehicles. You’ll gain insights into the key components and technologies behind Self-Driving Cars through clear explanations, diagrams, and practical case studies.

Here’s what the course covers:


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  • Need for Self-Driving Cars
  • History and evolution of autonomous vehicle technology
  • An overview of how Self-Driving Cars work
  • Basics of AI and Neural Networks in relation to Self-Driving Cars
  • Different types of Machine Learning Techniques and their application in autonomous vehicles industry
  • Sensor technologies and their role in Self-Driving Cars
  • Fundamental concepts in Perception, Localization, Path Planning, and Motion Control for autonomous vehicles
  • Detailed case studies from leading companies like Waymo

This course is continuously updated to reflect the latest advancements in AI and autonomous vehicle technology. It’s an ideal starting point for anyone interested in understanding the fundamentals of AI and Self-Driving Cars, whether for personal interest, career development, or academic pursuits.

Enroll now to begin your journey into the exciting world of Self-Driving Cars and AI. This course is your gateway to understanding and engaging with one of the most innovative fields in technology today.

We look forward to helping you start your journey in Self-Driving Cars!

English
language

Content

Introduction

Introduction

Need for Self-Driving Car

Need for Self-Driving Car

History of Self-Driving Cars

History of Self-Driving Cars

How does a Self-Driving Car work?

How does a Self-Driving Car work?

Human Brain & Artificial Neural Network

Human Brain & Artificial Neural Network

Machine Learning & Algorithms

Machine Learning & Algorithms

Role of Machine Learning in Self-Driving Cars

Role of Machine Learning in Self-Driving Cars

Sensors enabling Perception

Sensors enabling Perception

Perception Framework

Perception Framework

Localization

Localization

Localization Case Study

Localization Case Study

Path Planning

Path Planning

Motion Control

Motion Control

Case Study I – Waymo Overview

Case Study I – Waymo Overview

Waymo Perception Stack

Waymo Perception Stack

Waymo Localization Stack

Waymo Localization Stack

Waymo Path Planning & Motion Control

Waymo Path Planning & Motion Control