This GitHub repository is a valuable resource for machine learning and Python enthusiasts. It includes a wide range of projects and tools, covering topics like Data Visualization, Data Analysis, ML, DL, Automation, NLP, Web Scraping, and more. Contributors are welcome to join and learn together in this supportive community. Happy coding!

my codes of data mining fundamentals course

In this comprehensive machine learning project, I executed the entire machine learning life cycle. Designed a streamlined and visually appealing interface using Streamlit. Ensuring a user-friendly experience for individuals to input their relevant information effortlessly. Handed off well-documented and easily modifiable code.

The Flight Price Prediction project utilizes Random Forest Regression to forecast flight prices based on historical data, empowering consumers and businesses to make informed decisions. With an impressive R² score of 0.812, the model effectively captures the complex relationships influencing airfare pricing.

Data Science, Machine learning, Data visualization

Solution to Kaggle's GDZ’22 DATATHON Competition

For this project, I am going to recommend positions where France's goal keeper should kick the ball so that the French team's players can then hit it with their head using deep learning regularisation and dropout methods.

python 0基础入门机器学习

SKit is a versatile Python library designed to streamline the deployment of Machine Learning (ML) models and facilitate various Data Science tasks.

Hand Segmentation and Finger Counting with Convex Hull

This problem is a typical Classification Machine Learning task. Building various classifiers by using the following Machine Learning models: Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Light GBM and Support Vector Machines with RBF kernel.

Multilabel classification of the O*Net occupation data based on the job description

The Heart Disease Prediction Project is a machine learning project aimed at developing a model to predict the presence of heart disease in patients based on various health-related features.

Machine Learning models to predict the covid mortality risk

Make a prediction to determine the price of each launch of a rocket, if the rocket can recover the first stage like SpaceX's Falcon 9.

In this i tried to design a model that can predict the price of stock using different methods and algorithms.

Default_Prediction_for_Loan_Data