Home
Welcome to Maria Nadeem's Exciting Journey of AI & Data Science!
Datascience & AI Profiles
- For exploring inspiring Data Science & AI projects, visit Kaggle
- Discover various projects and repositories at GitHub
- Explore AI Chatbots & RAG-powered apps on Hugging Face
My Social Media Links
LinkedIn
FacebookMy Featured Projects
Welcome to my project showcase! Here you'll find a collection of my Data Science and AI projects that demonstrate various machine learning techniques, from traditional algorithms to deep learning models. Each project includes comprehensive exploratory data analysis and state-of-the-art modeling approaches.
Project 1: Bank Churn Classification Neural Network | XGBoost
- 🧠Classification, Machine Learning
- Description: Perform thorough EDA using Plotly and predictive modeling using Python, scikit-learn, Machine Learning, and Deep Learning (XGBoost, Deep Neural Network).
- Link: Bank Churn Classification Neural Network | XGBoost
Project 2: Forecasting Flood: Unlocking Regression Advancement
- 📈Regression, Machine Learning, Ensemble Models
- Description: Perform thorough EDA using Matplotlib and predictive modeling using Python, scikit-learn, Machine Learning (XGBoost, LGBM, CatBoost, and AdaBoostRegressor).
- Link: Forecasting Flood: Unlocking Regression Advancement
Project 3: Fruits Classification | Deep Dive into InceptionV3
- 🤖Deep Learning, Computer Vision
- Description: Perform thorough EDA of image data and implement a pretrained model using Python, TensorFlow, Deep Learning (InceptionV3 Model).
- Link: Fruits Classification | Deep Dive into InceptionV3