Building Skin Cancer Detection System Using CNN Deep Learning | Skin Cancer Diagnosis Using Python

#datascience #deeplearning #keras #aiwithnoor Learn how to build an end-to-end skin cancer detection system using Convolutional Neural Networks (CNN) with deep learning. This project covers data preprocessing, model building, training, and evaluation. Perfect for AI enthusiasts aiming to apply deep learning in healthcare! --------------------------------------------- Resources: Blog: https://medium.com/@611noorsaeed/deep-learning-with-keras-2025-79c797dfef85 Kaggle Notebook: https://www.kaggle.com/code/noorsaeed/skin-cancer-detection-with-cnn-deep-learning GitHub: https://github.com/611noorsaeed/Skin-Cancer-Detection-with-CNN-Deep-Learning/tree/main Save Model: https://www.kaggle.com/models/noorsaeed/skin_cancer_model Dataset; https://www.kaggle.com/datasets/bhaveshmittal/melanoma-cancer-dataset -------------------------------------------- Timestamps: 00:00 - Introduction 02:45 - Imports 09:40 - Data Loading & Preprocessing 17:26 - Exploratory Data Analysis (EDA) 20:56 - Building CNN For image Classification 28:51 - Training and Evaluation 35:14 - Classification Report and Confusion Matrix 39:52 - Prediction System 43:07 - Streamlit APP and Model Integration --------------------------------------------- 🚀 Get Free AI Courses! 🎓 Explore my YouTube channel for a wide range of playlists designed to boost your AI knowledge and skills! Here are some valuable resources: Python Programming For AI: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSYSbxh2H_RKm_IgUuFaSfp Python Console-Based Programming Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRvkolDHFbA36eOI39VpzQ- NLP Engineering BootCamp Python: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSoVmltlIcWQZ2iGlslVCZy Recipes Recommendation System: https://www.youtube.com/playlist?list=PLdF3rLdF4ICR9S_KYndYia_x8hnhx0Jea Generative AI Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRiR8-Rtj3Um5oAbapmmkEj Google Gemini LLM Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSRqjErA59Igx9vNBtFWOF2 E-Commerce Products Recommendation: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTVTjSpdX5GCrHBGedaXoru Question MCQs Generator App: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRcTjbHf2UlgQIMZ99GxO5S Full Stack AI Mastery: From Python to Expert Systems: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQZWqrFYTutbuqHSc_swn7H Machine Learning Tutorials: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTrOTMQ5XaUtHc-K0KGQzSS NLP Transformer and LLMs Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRND3Urdm2nf6MM9ntkjvO6 LangChain OpenAI Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTwGLcd7FjqVurZe2OaWlz5 Scikit-learn Tutorials: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSDzmnqIueQDdyODJB8TaA0 Data Analysis with Pandas: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQGnskar9tqCuhi_tSCk40- Machine Learning Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTDKN1VVTfAv35NR5mjK_hk NLP Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQ4-fSEucMqoqMz1tEyjp9q Recommendation System Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTgEwDYcRAECQPnS8eynavM Computer Vision Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQ92Su6Tg-S6tOuxO32NgWs Data Analysis Dashboards: https://www.youtube.com/playlist?list=PLdF3rLdF4ICR1FimUTKHBFUbPHJXUGf7p 100 Days Machine Learning: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQs8-3EzEEGOIIf6zKRWA6A Machine Learning Interview Preparation: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQuJnXhDSNGiKzyFidIay5m OpenCV Tutorials: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQG-RyfcOK3UgPP1XwKLexB 100 Days Computer Vision: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSDGGZz6wj118qbVtQwgt7h Python Chatbot Development: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQ3IeMsyl6ZI4NK45TPK1GJ Machine Learning Regression Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTDXoDdeeyz6u9VGI-XggEK Python Advanced Programs: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRj-s_NsGmjxiZe4GKw4bgO Python Search Engine Development: https://www.youtube.com/playlist?list=PLdF3rLdF4ICReR8yF6AFMPwgxyD1IoFMz Explore these playlists to enhance your skills in AI and machine learning. Don't forget to subscribe for more content! 🔔 ================================ My Accounts Links: Youtube Channel: https://youtube.com/@611aiwithnoor?si=u6bbtkO1-Fb0-5ym Facebook: https://web.facebook.com/dailyverbs.wordspresentation GitHub: https://github.com/account Linkdin: https://www.linkedin.com/in/ai-with-noor-654a23263/ Kaggle: https://www.kaggle.com/noorsaeed