Datascience:COVID-19 Pneumonia Classification(Deep learning)

🌐 Course Headline:

🧬 Datascience: COVID-19 Pneumonia Classification (Deep Learning) 🦠

🌍 A Practical Hands-on Data Science Guided Project on Covid-19 Pneumonia Classification through X-rays using Deep Learning

🚀 Are you ready to harness the power of deep learning to predict COVID-19 infection from lung X-ray images?

👩‍💻 Enroll in our course today and take your Data Science skills to the next level with a focus on medical image analysis using Convolutional Neural Networks (CNNs).

🆘 Learn how to detect COVID-19 Pneumonia, develop your own CNN model, and potentially contribute to the fight against the pandemic.

Course Description:

📊 Applications Beyond COVID-19:

• 🆘 Skin Cancer Detection
• 🏫 Normal Pneumonia Detection
• ⚫️ Brain Defect Analysis
• 👁️‍🗧 Retinal Image Analysis

What You Will Learn:

• 🚫 Detect Coronavirus infection using X-ray reports
• 📊 Classify COVID-19 based on X-ray images
• 🧠 Build, train, and deploy a Convolutional Neural Network (CNN) model
• 🚀 Make predictions on new data using your CNN model

Tasks You'll Complete:

1. 💻 Getting Introduced to Google Colab & importing necessary libraries
2. 📁 Importing, Cloning, & Exploring Dataset
3. 🖼️ Data visualization (Image Visualization)
4. 📡 Data augmentation & Normalization
5. 🧩 Building Convolutional Neural Network Model
6. 🤖 Compiling & Training CNN Model
7. 🔍 Performance evaluation, testing the model & saving the model for future use

🎓 Ready to take on this challenge? Let's turn your passion for Data Science into life-changing insights. Enroll today and join us in pioneering the future of medical image analysis with deep learning!