Notes of IBM Data Science Professional Certificate Courses on Coursera

Rapid Calculation of Model Metrics

🧠 URDU-OCR-CNN – an AI-powered handwritten Urdu recognition system (Urdu Alphabets + Urdu Digits) built using a custom Convolutional Neural Network (CNN). Supports 🖼️ image upload and ✏️ live canvas input, provides ⚡ real-time predictions with 📊 confidence scores, achieves 🎯 95%+ accuracy, and includes tools for model training and evaluation.

Librería Python para generar reportes de evaluación (clasificación, regresión, forecasting) con métricas y gráficos listos en Markdown, JSON y pronto HTML.

Built various machine learning models for banks to develop effective credit rating

Used machine learning to analyse sonar signal data and interpret the metrics

Machine Learning Project || Predict Flight Prices || EDA & Feature Engineering & Model Training || SHAP - LIME Analysis 🧠|| Performance Metrics || Live Web Application