A collection of notebooks explaining basic machine learning concepts

This Machine Learning repository encompasses theory, hands-on labs, and two projects. Project 1 analyzes customer segmentation for marketing using clustering, while Project 2 applies supervised classification in marketing and sales.

Machine learning related content

AI Resume & Job Matching Tool is a Streamlit-based web app that compares a candidate’s resume with a job description using NLP (TF-IDF & cosine similarity). It generates a match score and highlights missing skills, helping job seekers optimize their resumes for specific roles.

🧭 Business Need → 🗂️ Data Sources → 🧹 Clean & Transform → 🧱 Data Model → 🔗 Relationships → 🧮 Analytical Calculations → ⚡ Optimization → 📊 Validation → 📈 Insights → 🎯 Decisions

A comprehensive collection for implementation of foundational and advanced machine learning concepts., with brief explainations

📊 Data Analyst & ML Learner | 🧠 Skilled in Statistics, Data Analysis & Machine Learning | 📈 Hands-on with Python, R, Power BI & SQL | 🤖 Exploring ML algorithms, model evaluation & deployment | 🚀 Continuous learner focused on real-world data solutions