Self Driving Simulations: Develop Autonomous Car with Python

Learn how to build self driving autonomous car simulation using Python, PyGame, and NEAT
4.37 (19 reviews)
Udemy
platform
English
language
Software Engineering
category
instructor
Self Driving Simulations: Develop Autonomous Car with Python
3 083
students
4.5 hours
content
Jun 2023
last update
$19.99
regular price

Why take this course?

🚗 Self-Driving Simulations: Developing Autonomous Cars with Python


Course Headline: 🚀 Learn how to build self driving autonomous car simulation using Python, PyGame, and NEAT


Course Description:

Welcome to the exciting journey of mastering the art of self-driving car simulations with our comprehensive course titled "Self-Driving Simulations: Develop Autonomous Car with Python"! This is not just another online tutorial; it's an immersive project-based learning experience where you will be fully guided, step by step, to craft a state-of-the-art autonomous vehicle simulation using the power of Python.

What You Will Learn:

  • Introduction to Autonomous Cars 🚘 : Gain insights into the technologies and concepts that drive autonomous vehicles, understand their capabilities, limitations, and how they revolutionize transportation.

  • Setting Up Your Development Environment 💻: With easy-to-follow instructions, you'll learn how to install all the necessary tools, including Visual Studio Code IDE and Python, ensuring your environment is ready for coding excellence.

  • Basic Python Training (Optional) 🐍 : For those who wish to sharpen their Python skills or are new to programming, this session covers essential concepts like variables, functions, classes, and an introduction to Pygame for creating engaging visuals.

  • Building the Autonomous Car Simulation Project 🛠️ : Dive into the core project where you'll apply your Python knowledge to build a comprehensive self-driving car simulation using Pygame and NEAT, learning how neural networks can be trained to control and design autonomous behavior.

  • Advanced Concepts in Autonomous Systems 🧠: Explore the intricacies of decision-making, sensor integration, and collision prevention within your simulation.

Why This Course?

Understanding how self-driving cars operate from a simplified perspective is not only intriguing but also provides valuable insights into complex systems like those found in Teslas. While building an actual autonomous vehicle is a monumental task, this course empowers you to create a simulation that captures the essence of self-driving technology.


Course Objectives:

The primary goals of this course are:

  1. Decision Making Ability: Ensure your autonomous car can navigate effectively using decision-making algorithms.
  2. Sensor Integration: Integrate sensors within the simulation to mimic real-world conditions and data collection.
  3. Collision Prevention System: Develop a robust system that allows your car to avoid collisions, making your simulation safer and more realistic.

What You Will Gain:

  • A solid understanding of the fundamental concepts of self-driving autonomous cars.
  • Hands-on experience with Python, including its data types, functions, classes, and Pygame for visualization.
  • The ability to build a complete simulation of an autonomous car using NEAT for neuroevolution.
  • Skills to design and build car tracks using the GIMP painting tool.
  • Practical testing methods to evaluate the decision-making, sensor integration, and collision prevention capabilities of your autonomous car simulations.

Embark on this exciting adventure in artificial intelligence and vehicle autonomy with our "Self-Driving Simulations: Develop Autonomous Car with Python" course. Sign up now to transform your passion for coding into the future of transportation! 🚗🚀

Course Gallery

Self Driving Simulations: Develop Autonomous Car with Python – Screenshot 1
Screenshot 1Self Driving Simulations: Develop Autonomous Car with Python
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Screenshot 2Self Driving Simulations: Develop Autonomous Car with Python
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Screenshot 3Self Driving Simulations: Develop Autonomous Car with Python
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Screenshot 4Self Driving Simulations: Develop Autonomous Car with Python

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5394906
udemy ID
19/06/2023
course created date
19/06/2023
course indexed date
ANUBHAV JAIN
course submited by