aryan-sawant Goto Github PK
Name: Aryan Sawant
Type: User
Name: Aryan Sawant
Type: User
Predicting House Prices: A linear regression model to estimate house prices using square footage of living room,lot ,basement and number of bedrooms, bathroom data.
Explored wine quality prediction using Linear Regression .Crafting a model to assess wine quality based on various factors. π·π
Explore Iris Flowers Classification project with powerful classifiers: Logistic Regression, Decision Tree, Random Forest, k-Nearest Neighbors. Includes user input for real-time species classification. πΊπ€
The project classifies the movie genre with the help of movie plot in which I have used various concepts of NLP such as data cleanining,appropriate classifiers and appropriate feature extraction technique to get descent movie genre prediction.
I have built a model to detect fraudulent credit card transactions by using various classification algorithms.
I have built a model to predict customer churn based on their historical data,demographic data,behavior,gender,salary,etc; with the help of various classification algorithms.
I have built a Spam SMS Detection model in which I have used various concepts of NLP such as data cleaning, appropriate classifiers and appropriate feature extraction technique.
A Cricket Management System built using Python with the help of PyQT5 module and QT Designer, SQLite and VScode
DeepHandEqSolver: A deep learning-based project for recognizing and solving handwritten mathematical expressions. Built with TensorFlow, Keras, and Streamlit, it offers a user-friendly GUI for real-time input and solution retrieval. Empowering efficient mathematical computation with advanced symbol recognition.
ποΈββοΈ FitHub: Your Ultimate Fitness Hub ποΈββοΈ Seamlessly blend gym management with exercise exploration! Admins manage members & staff, play music πΆ. Users explore diverse exercises, watch tutorials π½οΈ. Enjoy blogs, trainer profiles, posts, and future-ready Razorpay payments. Elevate your fitness journey!
"Explore Iris Flowers Classification project with powerful classifiers: Logistic Regression, Decision Tree, Random Forest, k-Nearest Neighbors. Includes user input for real-time species classification. πΊπ€
"Explore Moodsic: An AI project merging emotions and music. Using Facial Expression Recognition and CNNs, it suggests songs based on detected emotions. Challenges in aligning emotions and labels. A unique music experience! π΅π
Explore our Music Recommendation Model powered by Surprise library and SVD. Precise music suggestions & top 10 songs based on user preferences. π΅π€
Transformed Shri Krishna's image into a captivating pencil sketch using OpenCV. The artistic process included gray scaling, inverting, blurring, and inverting the blurred image. π·βοΈ
Explore insights from global terrorism data through Exploratory Data Analysis (EDA). Utilized Matplotlib and Seaborn for visualizations. A valuable resource for security and defense analysts. ππ
Explored Iris Flower Classification with Decision Trees, visualized the DT graph with Graphviz. Accurate species classification and insightful visualization. πΊπ³
Explore Handwritten Digit Recognition using TensorFlow Keras with the MNIST dataset. Built a robust neural network model for accurate predictions. Added an interactive system for users to input unseen data. ππ€
Successfully built a Next Word Prediction Model with LSTM RNN, a significant achievement in my AI journey.ππ€
Developed an efficient CNN model , achieving 99% validation accuracy. Recognizing digits and signs in handwritten equations, I built a function to solve them. Rigorous preprocessing and data augmentation contributed to this success.. ππ
Explore Iris Flowers Classification project with powerful classifiers: Logistic Regression, Decision Tree, Random Forest, k-Nearest Neighbors. Includes user input for real-time species classification. πΊπ€
Explore the nuances of unemployment trends with a data-driven model using Matplotlib, Seaborn, and Plotly Express. Gain insights into India's job market dynamics.ππ
π±π« SMS Spam Detection with AI - Unmasking Unwanted Messages π
Sales Price Prediction model that leverages Linear Regression to forecast sales based on TV, radio, and newspaper advertising expenditures. ππ‘
Developed a predictive model for estimating used car prices using factors like present price, driven kilometers, fuel type, transmission, and used years. Explored regression models, with RandomForestRegressor showcasing optimal performance. ππ
Predicting House Prices: A linear regression model to estimate house prices using square footage, bedroom, and bathroom data.
Use K-means clustering to group retail store customers based on their purchase history.
This repository showcases a highly accurate hand gesture recognition model, achieving up to 99.5% accuracy. The model identifies and classifies different hand gestures from image data, opening doors for intuitive human-computer interaction and gesture-based control systems.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.