Projects in Awesome Lists by aneeshmurali-n

https://github.com/aneeshmurali-n/ml_bangalore_house_price_analysis

This project focusing on statistical analysis to understand and prepare data for potential machine learning applications. The dataset house_price.csv includes property prices in Bangalore. The analysis aims to perform exploratory data analysis (EDA), detect and handle outliers, check data distribution and normality, and analyze correlations.

box-plot correlation data-distribution data-transformation exploratory-data-analysis heatmap histplot iqr-method log-transformation matplotlib numpy outlier-detection outlier-handling pandas percentile-method python scatter-plot scipy seaborn z-score-method

Last synced: 15 Oct 2024

https://github.com/aneeshmurali-n/lockpdf-pro

LockPDF Pro is a simple, lightweight software for encrypting and decrypting PDF files without altering the original copy. Operating entirely offline, it ensures document security from online threats. With a user-friendly interface, it allows easy addition or removal of passwords, maintaining the integrity and original content of your PDFs.

Last synced: 11 Nov 2024

https://github.com/aneeshmurali-n/mysql_tasks

This repository contains SQL scripts for managing and querying a database and several SQL exercises to perform various operations. This project is designed for educational purposes to demonstrate basic SQL operations, including table creation, data insertion, querying, and creating stored procedures.

mysql mysql-database mysql-example mysql-query mysql-querys mysql-sample mysql-workbench sakila sakila-db

Last synced: 11 Nov 2024

https://github.com/aneeshmurali-n/python-tasks

Here we are going to learn data science and python by doing tasks by task

data-science data-visualization exploratory-data-analysis filter lambda lambda-functions map-reduce matplotlib numpy oops-in-python pandas python python-fundamentals regex regular-expression

Last synced: 11 Nov 2024

https://github.com/aneeshmurali-n/project-ml-data-preprocessing

The main objective of this project is to design and implement a robust data preprocessing system that addresses common challenges such as missing values, outliers, inconsistent formatting, and noise. By performing effective data preprocessing, the project aims to enhance the quality, reliability, and usefulness of the data for machine learning.

data-analysis data-cleaning data-encoding data-exploration feature-scaling label-encoding matplotlib minmaxscaler numpy one-hot-encoding outlier-detection pandas standardscaler

Last synced: 11 Nov 2024

https://github.com/aneeshmurali-n/android-smart-lock-v1-pic16f628a

Android smart lock using the PIC16F628A microcontroller paired with a custom Android app. This project enables keyless entry with enhanced security, allowing users to control door access through a single-tap authentication that uses a 14-character strong password for verification.

Last synced: 11 Nov 2024

https://github.com/aneeshmurali-n/ann-diabetes-prediction

Predicting diabetes progression using an Artificial Neural Network (ANN). This project leverages the scikit-learn diabetes dataset for training and evaluation. Includes data preprocessing, model building, and performance visualization.

ann data-preprocessing data-visualization deep-learning diabetes-prediction exploratory-data-analysis keras machine-learning matplotlib neural-network numpy pandas regression scikit-learn seaborn tensorflow visualization

Last synced: 31 Oct 2024

https://github.com/aneeshmurali-n/machine-learning-for-u.s.-car-market-and-pricing-predictions

To optimize pricing, we propose machine learning models to predict car prices based on various factors. This will help us understand market dynamics and make informed decisions about product design, marketing, and pricing.

Last synced: 11 Nov 2024

https://github.com/aneeshmurali-n/nlp-emotion-classification-in-text

Develop machine learning models to classify emotions in text samples.

bag-of-words data emotion-classification feature-extraction machine-learning naive-bayes natural-language-processing nlp nltk preprocessing python scikit-learn svm text-classification tf-idf tokenizer vectorizer

Last synced: 31 Oct 2024

https://github.com/aneeshmurali-n/global-superstore-sales-dashboard---power-bi-stunning-dark-theme

This Power BI dashboard provides a comprehensive view of sales data, enabling users to analyze sales trends, identify top-performing regions, and gain insights into customer behavior.

dark-theme dashboard data-analysis data-science data-visualization powerbi salesdashboard

Last synced: 20 Nov 2024

https://github.com/aneeshmurali-n/airbnb-listings-powerbi-dashboard

Airbnb-Listings-PowerBI-Dashboard is an interactive Power BI dashboard analyzing NYC Airbnb data from Kaggle. It provides insights into listing types, pricing trends, popular neighborhoods, and review patterns across NYC. Ideal for exploring market trends and identifying high-demand areas in NYC’s Airbnb landscape.

Last synced: 20 Nov 2024