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This plan includes
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HD Video Recorded Lectures- Learn on Mobile/PC/Tablet
- Quizzes and Real Projects
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What you'll learn?
- Get Hands-On Practice to classify COVID-19 based on X-ray images using Deep Learning
- Learn to Build and Train Convolutional Neural Network Model
- Make Predictive Analysis on COVID-19 through new data using CNN Model
- Learn to Test CNN models and analyze their performances
- Learn how to predict Coronavirus in patients through the X ray of their lungs
Course Overview
Would you like to learn how to Predict if someone has a Coronavirus infection through the X-ray of their lungs?
Would you like to build a Convolutional Neural Network model using Deep learning to detect Covid-19?
If the answer to any of the above questions is "YES", then this course is for you.
Enroll Now in this course and learn how to detect Coronavirus in a patient through the X-Ray reports of their lungs. This is the
You might be wondering if it is really possible to detect Coronavirus in a patient through the X-Ray reports of their lungs.
YES, IT IS POSSIBLE THROUGH DEEP LEARNING AND CONVOLUTIONAL NEURAL NETWORKS.
As we know, Coronavirus affects the lungs of the victims and causes Pneumonia especially termed as COVID Pneumonia. Through Deep learning technologies and Convolutional Neural Networks, we can analyze the X-Ray reports of lungs to the Pixel level. Without any PCR or RDT test, Coronavirus can be detected if the virus has infected the lungs of the patients through Convolutional Neural Network with approximate 98 percent accuracy.
This is a hands-on Data Science guided project on Covid-19 Pneumonia Classification. No unnecessary lectures. As our students like to say :
"Short, sweet, to the point course"
The same techniques can be used in :
Skin cancer detection
Normal pneumonia detection
Brain defect analysis
Retinal Image Analysis
And any other diseases that use image-based reporting, like X-ray reports.
At a time when the entire world is troubled by Coronavirus, this project can catapult your career to another level.
So bring your laptop and start building, training and testing the Data Science Covid 19 Convolutional Neural Network model right now.
You will learn:
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How to detect Coronavirus infection using the Xray Report of the lungs of Patients
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Classify COVID 19 based on x-ray images using deep learning
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Learn to Build and train a Convolutional neural network
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Make a prediction on new data using CNN Model
We will be completing the following tasks:
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Task 1: Getting Introduced to Google Colab Environment & importing necessary libraries
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Task 2: Importing, Cloning & Exploring Dataset
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Task :3 Data visualization (Image Visualization)
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Task 4: Data augmentation & Normalization
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Task 5: Building Convolutional neural network model
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Task 6: Compiling & Training CNN Model
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Task 7: Performance evaluation & Testing the model & saving the model for future use
So, grab a coffee, turn on your laptop, ENROLL NOW , and start learning right now.
Pre-requisites
- Basics of python and CNN is recommended
Target Audience
- Anyone who wants to learn about Deep learning
Curriculum 9 Lectures 01:10:49
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Section 1 : Introduction
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Section 2 : Introduction to the Platform
- Lecture 1 :
- Introduction to the Colab Platform
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Section 3 : Clone & Explore Dataset
- Lecture 1 :
- Introduction to the structure of Dataset
- Lecture 2 :
- Cloning & Exploring Dataset
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Section 4 : Data Visualization
- Lecture 1 :
- Image Visualization
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Section 5 : Data Augmentation & Normalization
- Lecture 1 :
- Data Augmentation & Normalization
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Section 6 : Build Convolutional Neural Network Model
- Lecture 1 :
- Building Convolutional neural network model
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Section 7 : Compile & Train CNN Model
- Lecture 1 :
- Training the model
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Section 8 : Performance evaluation & Testing the Model
- Lecture 1 :
- Performance evaluation & Testing the Model
Our learners work at
Frequently Asked Questions
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How do i access the course after purchase?
It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time. -
Are these video based online self-learning courses?
Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic. -
Can i play & pause the course as per my convenience?
Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on. -
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Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want. -
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Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly. -
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