Data Science: CNN & OpenCV : Chest XRAY-Pneumonia Detection

🎉 Data Science: CNN & OpenCV - Chest XRAY-Pneumonia Detection 🏥✨

Headline:
Dive into the world of AI and Machine Learning with our practical, hands-on project! Learn to build a high-accuracy Pneumonia Detection model using Tensorflow, Convolutional Neural Networks (CNN), and OpenCV on Chest XRays.

Course Overview:

If you're passionate about AI and its applications in healthcare, this is the course for you! We will guide you through the entire process of detecting Pneumonia from Chest XRays using Deep Learning models. This includes data exploration, augmentation, model training, evaluation, and deployment. By the end of this course, you'll have a solid understanding of how to implement a real-world AI project using Tensorflow and OpenCV.

Project Steps:

1. Project Overview
2. Introduction to Google Colab
3. Understanding the Project Folder Structure
4. Understanding the Dataset
   5-7. Setting Up the Project in Google Colab (Parts 1 & 2)
5. Importing Libraries
6. Plotting Data Counts
7. Data Visualization Samples
8. Creating a File Counter Method
9. Calculating Class Weights
   13-15. Implementing Data Augmentation
   16-17. Understanding Model Checkpoints
   18-20. Model Fitting & Prediction
   21-23. Evaluating the Model with Classification Report, Confusion Matrix, and Plotting Accuracy/Loss
   24-26. Saving and Loading the Trained Model
10. Real-World Application: Predicting Pneumonia from an Image

Course Highlights:

• Comprehensive Pipeline Coverage: From data loading to prediction, you'll learn it all!
• Essential Skills for Healthcare Diagnostics: Perfect your skills in detecting Pneumonia, especially relevant in the context of COVID-19.
• Hands-On Learning Experience: Work with real datasets and develop a project from scratch.
• Educational Resources Included: Receive a Jupyter notebook and other project files upon course completion.
• Certificate of Completion: Showcase your new skills with a certificate from AutomationGig.

Why Enroll Now?

Machine Learning is revolutionizing the healthcare industry, and this course will equip you with the knowledge to contribute to this field. By mastering Tensorflow, CNNs, and OpenCV, you'll be ready to tackle complex problems and make an impact. Plus, it's an in-demand skill set for the 21st century!

What You'll Receive:

1. Certificate of Completion
2. Jupyter Notebook & Project Files

Get Started Today!

With a cup of coffee and a few hours, you can embark on a journey to become proficient in one of the most sought-after skills today. Click "ENROLL NOW" and join us inside the course for an unforgettable learning experience!
🎉 Happy Learning! 📚

Important Note:

This course is intended for educational purposes only. We encourage responsible use of AI and ML technologies to benefit humanity. Let's learn, innovate, and improve lives together!
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Enroll now and take the first step towards becoming a master in Data Science with CNN & OpenCV for Chest XRAY-Pneumonia Detection! 🚀