Hello everyone and welcome to this hands-on guided project on Artificial intelligence (AI)-powered chest disease detection and classification. AI has been revolutionizing healthcare and medicine in many areas such as: (1) Medical imagery, (2) Drug research, and (3) Genome development. Deep learning has been proven to be superior in detecting and classifying disease using imagery data.
AI-Powered Chest Disease Detection and Classification
Taught in English
Instructor: Ryan Ahmed
1,894 already enrolled
Included with
Guided Project
Recommended experience
(19 reviews)
What you'll learn
Understand the theory and intuition behind transfer learning technique and the state-of-the-art Residual Neural Networks (ResNets).
Build, train, and test ResNets in Keras and Tensorflow to detect and classify chest disease from X-Ray Images.
Perform data visualization and assess trained classifier models performance using various KPIs.
Skills you'll practice
Details to know
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Guided Project
Recommended experience
(19 reviews)
See how employees at top companies are mastering in-demand skills
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Understand the Problem Statement and Business Case
Import Key Libraries and Datasets
Practice Opportunity #1 [Optional]
Perform Data Visualization
Practice Opportunity #2 [Optional]
Visualize ResNets in TensorSpace.JS
Transfer Learning
Practice Opportunity #3 [Optional]
Import Model With Pretrained Weights
Train a ResNet Model with New Datasets
Practice Opportunity #4 [Optional]
Assess Trained ResNet Performance
Recommended experience
Python programming and Math Background
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.