Machine learning - OpenCV based IOT using Raspberry pi

Learn about Supervised Learning (computer vision) with Internet of things. A unique course with growing industry demand.
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Udemy
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Machine learning - OpenCV based IOT using Raspberry pi
331
students
4 hours
content
Sep 2022
last update
$44.99
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Why take this course?

🤖 Machine Learning - OpenCV Based IoT using Raspberry Pi 🎓 Course Headline: Learn about Supervised Learning (Computer Vision) with Internet of Things. A Unique Course with Growing Industry Demand.

🚀 Course Description:

Welcome to a transformative learning journey that intertwines the worlds of supervised machine learning and the Internet of Things (IoT), all through the lens of practical application using Raspberry Pi. This course stands out in the sea of computer vision tutorials by integrating real-time data collection from sensors or applications, addressing the crux of implementing machine learning in a real-world context.

🔍 Why This Course?

You might have encountered numerous courses on supervised machine learning with OpenCV, often confined to theoretical computer simulations. However, the leap to applying these models in real-time IoT scenarios is often overlooked. Our course bridges this gap, offering you a comprehensive understanding of how these technologies synergize in an interconnected world.

🏠 Real-World Applications:

  • 💡 Building Automation: Smart lighting and temperature control that responds to human presence.
  • ✍️ Attendance Marking: Automatically identifying and marking the attendance of employees.
  • 🚗 Parking Lot Identification: Finding available parking spaces with ease.
  • 🚫 License Plate Recognition: Identifying number plates on vehicles.
  • 🔒 Crime Prevention: Detecting individuals with a criminal record.

And much more! Each application is powered by the combination of supervised learning techniques and IoT, making it versatile and adaptable to various real-world problems.

🛠️ Skills You'll Master:

  • Implementing machine learning models in a real-time IoT environment.
  • Collecting and processing real-time data from sensors or applications.
  • Building a foundation in OpenCV for computer vision tasks.
  • Integrating Raspberry Pi as the core hardware for IoT applications.
  • Developing voice-controlled IoT applications using Google Assistant, Adafruit IO platform, IFTTT, and more!

🎯 Who Should Take This Course?

This course is ideal for:

  • Engineers looking to expand their skill set in IoT and machine learning.
  • Data scientists and analysts aiming to apply their skills in real-world scenarios.
  • Entrepreneurs and innovators who wish to create smart solutions using IoT technology.
  • Hobbyists and enthusiasts eager to dive deep into the practical aspects of OpenCV and Raspberry Pi.

🌟 What's Inside?

  • Detailed theoretical knowledge on supervised learning with a focus on computer vision.
  • Practical, hands-on projects that involve real IoT devices, specifically Raspberry Pi.
  • Step-by-step guidance through the entire process of data collection, processing, and model training.
  • Real-world examples and case studies to understand the practical application of the concepts learned.

📅 Course Structure:

The course is divided into comprehensive modules that cover all aspects of integrating machine learning with IoT:

  1. Introduction to Supervised Learning and Computer Vision with OpenCV.
  2. Setting up and programming Raspberry Pi for IoT applications.
  3. Real-time data collection from sensors or applications.
  4. Implementing machine learning models on Raspberry Pi.
  5. Developing voice-controlled IoT applications using Google Assistant, Adafruit IO platform, IFTTT, and more!

Join us on this exciting adventure into the realm of machine learning and IoT, where you can transform your ideas into innovative solutions with real-world impact. 🌟

📚 Ready to Embark on This Journey? Enroll Now and Bring Your Machine Learning and IoT Skills to Life!

Course Gallery

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2349520
udemy ID
02/05/2019
course created date
16/11/2019
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