Hands on Machine Learning Project - Covid Mask Detector

The ongoing pandemic has brought the world to a standstill, but with our Hands on Machine Learning Project - Covid Mask Detector course, you can be a part of the solution. In this course, you'll learn how to develop a Covid mask detector using machine learning, a powerful tool for detecting whether people are wearing masks or not. With this technology, you can help prevent the spread of the virus and keep people safe.

Our comprehensive course modules are designed to provide you with a hands-on learning experience. You'll master OpenCV, a popular computer vision library, and learn how to detect faces and build models with TensorFlow. You'll also learn how to design and build the app, upload files, and deploy it on AWS. This course is perfect for aspiring data scientists, machine learning engineers, and developers who want to make a difference in the world by developing cutting-edge technology.

With the skills and knowledge gained from this course, you can develop your own Covid mask detector and help protect people from the virus. You'll also gain valuable experience in machine learning app development, opening up new career opportunities in the exciting field of machine learning.

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).

• 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.

Currently there are no Q&As for this course. Be the first to ask a question.

Certificate of completion

Digital certificate - £9