Datasets and Cases
Here we provide links to some public datasets(no copyright restrictions), as well as modeling videos related to our platform. You’re encouraged to practice and learn from them to get a deeper understanding of our modeling platform. In addition, we provide tutorial videos to help users get started. We strongly encourage users to comply with all applicable laws and regulations when using these resources and to respect the rights of the original owners of the datasets and videos.
Meet-up ML Live!
The “Meet-up ML live!” will introduce real-world use cases in detail, including background ,application, in-depth ML process with ChangTianML platform, and comparison with manual code modeling.
User Churn Forecast
Data：https://www.kaggle.com/datasets/whenamancodes/credit-card-customers-prediction
Prediction of Heart Disease Patients
Data：https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data
Flight Price Forecast
Data：https://www.kaggle.com/datasets/shubhambathwal/flight-price-prediction
Kaggle Modeling Practice Series
The Kaggle Modeling Practice series will quickly introduce the Kaggle data set in 3 minutes, and use the long day ML modeling platform to quickly conduct modeling demonstrations.
Hotel Reservation Forecast
Data：https://www.kaggle.com/datasets/youssefaboelwafa/hotel-booking-cancellation-prediction
Corporate Bankruptcy Forecast
Data：https://archive.ics.uci.edu/dataset/572/taiwanese+bankruptcy+prediction
Stroke Patient Prediction
Data：https://www.kaggle.com/datasets/zzettrkalpakbal/full-filled-brain-stroke-dataset
Water Quality Health Prediction
Data：https://www.kaggle.com/datasets/adityakadiwal/water-potability
League of Legends Forecast
Data：https://www.kaggle.com/datasets/bobbyscience/league-of-legends-diamond-ranked-games-10-min
Equipment Failure Prediction
Data：https://www.kaggle.com/datasets/shivamb/machine-predictive-maintenance-classification
Elevator Maintenance Prediction
Data：https://www.kaggle.com/datasets/shivamb/elevator-predictive-maintenance-dataset
Engine Health Prediction
Data：https://www.kaggle.com/datasets/parvmodi/automotive-vehicles-engine-health-dataset
Warship Maintenance Forecast
Data：https://archive.ics.uci.edu/dataset/316/condition+based+maintenance+of+naval+propulsion+plants
Prediction of Heart Failure
Data：https://www.kaggle.com/datasets/andrewmvd/heart-failure-clinical-data
Diabetes Prediction
Data：https://www.kaggle.com/datasets/alexteboul/diabetes-health-indicators-dataset
Lung Cancer Risk Prediction
Data：https://www.kaggle.com/datasets/mysarahmadbhat/lung-cancer
Prediction of Liver Cirrhosis Survival
Data：https://www.kaggle.com/datasets/joebeachcapital/cirrhosis-patient-survival-prediction
Thyroid Cancer Prediction
Data：https://www.kaggle.com/datasets/zsinghrahulk/differentiated-thyroid-cancer-recurrence
Analyst Pay Forecast
Data：https://www.kaggle.com/datasets/ruchi798/data-science-job-salaries/data
Bank Deposit Forecast
Data：https://www.kaggle.com/datasets/thedevastator/bank-term-deposit-predictions
Sleep Quality Prediction
Data：https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset
House Price Forecast
Data：https://www.kaggle.com/datasets/shubhammeshram579/house
Graduate Admission Prediction
Data：https://www.kaggle.com/datasets/mohansacharya/graduate-admissions