MD Irfanul Kabir Hira's repositories
Predict-Credit_Mix-category-from-financial-data-and-offer-insights-to-improve-credit-health
Machine Learning project to predict the Credit_Mix category for customers using financial data. Includes data preprocessing, model development, evaluation, and feature importance analysis. Provides actionable insights to improve credit health and a user-friendly deployment solution.
100-Days-Of-Python-
Udemy - Conducted By Dr.Angela
Amazon-Product-Reviews-Sentiment-Analysis
Sentiment Analysis project on Amazon product reviews to classify customer feedback as positive, negative, or neutral. Includes data preprocessing, text analysis, feature extraction (TF-IDF, word embeddings), and model development using NLP techniques to derive insights from customer sentiments.
Air-Quality-Forecasting-Carbon-Monoxide-and-Nitrogen-Dioxide-Levels-Using-ML-Model-
Time-Series Forecasting project focused on predicting Carbon Monoxide (CO) and Nitrogen Dioxide (NO₂) levels. Includes data preprocessing, exploratory analysis, model development, and evaluation using advanced forecasting techniques. Aims to analyze trends and improve air quality monitoring.
Quiz-project-Step-by-Step-
This project is a Quiz Application designed to test users' knowledge on various topics through an engaging interface. Users can answer multiple-choice or true/false questions and receive immediate feedback. It’s a great project for learning object-oriented programming, data handling, and building interactive applications."
3-Days-AI-Tools-for-Academic-Research
Heuristica || Perplexity || GammaAI || Consensus || Krisp || Incitefull || CloudeAI || Semantic Scholars || PaperGards || AfforAi || NapkinAi || Mapthis || NotebookLm || illuminate || MusicFX || Scispace
My-Sequence-of-Learning-Python
I personally follow this way when reviewing the whole Python language.
Predicting-Heart-Failure-Outcomes-Using-Machine-Learning
This project analyzes heart failure clinical data and builds ML models to predict death events. Tasks include EDA, visualizations, preprocessing, and applying models like Logistic Regression, KNN, and Decision Tree. Models are evaluated using metrics and tuned for performance, offering insights for healthcare decision-making.
Predicitng-Car-Price-with-Machine-Learning-
This project focuses on predicting car prices based on various features using machine learning techniques, with a particular emphasis on Decision Tree regression. It is a comprehensive workflow that demonstrates the entire process of building a predictive model, from data preparation to model evaluation.
Quiz-Project
From a Dictionary , i have Made a Quiz project there the examiner will know his/her Right or Wrong answer
CoffeeMachine
The Coffee Machine Game is a Python-based simulation of a coffee vending machine. It allows users to select drinks, insert coins, and manage resources like water and coffee while showcasing core programming concepts like functions and loops.
Higher-and-Lower-Game
Higher and Lower Game 🎲The Higher and Lower Game is a fun and interactive guessing game where players test their intuition by predicting whether the next number in the sequence will be higher or lower. With simple mechanics and engaging gameplay, this game challenges your decision-making skills while keeping the experience
Spotify-Website-
Spotify-Themed Music Player Website 🎵 This is a visually appealing, Spotify-themed music player website designed to stream and display a curated playlist. The site features a stylish user interface with a dark theme and minimalist design, creating an immersive music experience.
Word-Game-
Hangman Game: A simple command-line implementation of the classic Hangman game. Guess the hidden word letter by letter before running out of lives! Features a visual hangman, real-time feedback, and a lives tracker.