Najrul Ansari's repositories
AI-Artificial-Intelligence
Explore cutting-edge AI algorithms and implementations in this GitHub repository, featuring a collection of files containing code snippets, models, and scripts for various artificial intelligence tasks.
Asia-Cup-Analysis
The "Asia Cup Analysis Repository" is a comprehensive and dynamic data hub designed to facilitate in-depth analysis, visualization, and reporting.
Classification-Models
Explore a collection of classification machine learning models implemented in Python. This repository showcases a variety of algorithms applied to different datasets, demonstrating their effectiveness in solving classification problems.
Data-Analysis-Using-Pandas
Explore the power of data analysis with Python's Pandas library in this GitHub repository! Dive into a variety of real-world datasets and discover insightful trends, patterns, and correlations using Pandas' versatile functionalities. From data cleaning and preprocessing to in-depth statistical analysis.
Healthcare-Heart-Disease
Explore the fascinating realm of predictive healthcare with our Heart Disease Prediction project! This repository houses a comprehensive machine learning solution that predicts the likelihood of heart disease based on key features.
HR-Attrition-Analysis-Report
This GitHub repository hosts a comprehensive HR attrition analysis report, providing valuable insights into employee turnover trends within an organization. The report includes in-depth statistical analysis, data visualizations, and actionable recommendations to help HR professionals and business leaders make informed decisions to reduce attrition.
Insurance-Prediction
This GitHub repository hosts a machine learning project focused on predicting customer interest in insurance products. Leveraging various ML algorithms, including decision trees, logistic regression, and ensemble methods, this project analyzes historical customer data to create predictive models.
KNN-Project
This repository contains a machine learning project that utilizes the k-Nearest Neighbors (KNN) algorithm for image classification. The goal of the project is to demonstrate the effectiveness of KNN in identifying and classifying images based on their features.
Prediction-with-Multiple-Regression
Welcome to the "Multiple Linear Regression Model for Predictive Analytics" repository! This project showcases the implementation of a Multiple Linear Regression model using Python for predictive analysis.
Classification-with-Neural-Networks
This repository houses a powerful neural network-based classification model designed for solving [insert specific problem/task]. The model is trained on a comprehensive dataset and demonstrates high accuracy and efficiency in making predictions
Python-Assignments-and-solution
This GitHub repository has fundamental Python assignments question with solution.
Sales_Report
Explore the dynamic sales report of Xyz Retail Store, presented through interactive visualizations in Tableau Public. Dive into key performance metrics, trends, and insights to gain a comprehensive understanding of Xyz Retail Store's sales performance. This repository offers a user-friendly and engaging way to analyze and interpret the store's data
Sentiment-Analysis
Explore the fascinating world of sentiment analysis with this GitHub repository. This project leverages state-of-the-art natural language processing (NLP) techniques to analyze and classify sentiments in textual data.
Simple-Linear-Regression
This GitHub repository contains a simple implementation of a linear regression model using Python and popular data science libraries. The model is designed for educational purposes and provides a hands-on introduction to basic regression concepts.
Vizualization_Test_solution
This GitHub repository contains a project aimed at addressing a company's need for dynamic data visualizations to enhance decision-making processes. The company currently relies heavily on manual processes using Excel-generated insights. To meet the CEO's requirements, this project showcases dynamic data visualization tools and and solutions.