Booking options
£12
£12
On-Demand course
2 hours
All levels
Machine learning isn’t just for self-driving cars and game-playing robots—it’s also helping identify whether someone’s wearing a mask or not. This course takes you through the full project lifecycle of building a Covid Mask Detector, using one of the most relevant applications of computer vision in recent years. Whether you're a data enthusiast or a coding hobbyist, you’ll enjoy diving into this machine learning challenge with a purpose that’s easy to relate to and timely.
With clear, structured guidance, you'll explore how to prepare image data, train a neural network, and apply detection techniques—all from the comfort of your own screen. The content is delivered with clarity and a dash of wit, making the learning journey not just informative, but surprisingly enjoyable. You’ll walk away with confidence in building a full machine learning project, specifically tailored for image classification, and yes—taught in plain, human English (no jargon jungle here). Whether you're brushing up your Python skills or simply curious how AI spots face masks, this course offers an insightful experience in smart automation, delivered with a professional tone and just enough character to keep you grinning as you code.
Learning Outcomes:
Develop a Covid mask detector using machine learning.
Master OpenCV, a popular computer vision library.
Build models with TensorFlow.
Design and build the app, upload files, and deploy it on AWS.
Gain valuable experience in machine learning app development.
The Hands-on Machine Learning Project - Covid Mask Detector course is designed to provide you with the skills and knowledge needed to develop a mask detector using deep learning. In this course, you'll learn how to master OpenCV, an open-source computer vision library used for image processing and face detection. You'll also learn how to build and train a deep learning model using Tensorflow, a popular machine learning framework. The course is perfect for aspiring data scientists, machine learning engineers, and developers who want to make a positive impact on society by contributing to public health and safety efforts.
By the end of this course, you'll have a deep understanding of how to develop a mask detector app that can be used to detect whether individuals are wearing masks in public spaces. You'll be able to master OpenCV and use it to preprocess and detect faces in images. You'll also learn how to build and train a deep learning model using TensorFlow and how to deploy your mask detector app on AWS. This course provides a unique opportunity for individuals to gain real-world experience in developing cutting-edge technology that can make a positive impact on society.
Hands on Machine Learning Project - Covid Mask Detector Course Curriculum
Section 01: Introduction
Introduction to Course
Section 02: Mastering OpenCV
Getting System Ready
Read and Write Images
Resize and Crop
Working with Shapes
Working with Text
Section 03: Pre-Requisite for Face Detection
Pre-Requisite for Face Detection
Detect the Face
Section 04: Deep Learning with Tensorflow
Introduction to Deep Learning with Tensorflow
Model Building
Training the Mask Detector
Saving the Best Model
Basic Front End Design of App
File Upload Interface for App
App Prep
App Build and Testing
AWS Deployment
AWS Deployment Continued
How is the course assessed?
Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%.
Exam & Retakes:
It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable.
Certification
Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery).
10 CPD hours / points Accredited by CPD Quality Standards
Aspiring data scientists.
Machine learning engineers.
Developers interested in machine learning app development.
Anyone interested in developing technology to fight the pandemic.
Professionals looking to upskill in the latest technology.
Data Scientist: £40,000 to £80,000 per year.
Machine Learning Engineer: £55,000 to £90,000 per year.
Artificial Intelligence Developer: £40,000 to £80,000 per year.
Computer Vision Engineer: £40,000 to £80,000 per year.
Deep Learning Engineer: £55,000 to £90,000 per year.
Certificate of completion
Digital certificate - £9
You can apply for a CPD Accredited PDF Certificate at the cost of £9.
With a team of industry professionals producing and delivering our course content, you can be sure the skills and knowledge you learn apply to your career aspirations in manag...