Prediction dataset kaggle python. It represents the daily sales for each store and item.

Prediction dataset kaggle python The dataset contains 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, and was collected between 2006 and 2010. It was originally compiled by Dean De Cock in 2011, as an extension of the Ames, Iowa Housing dataset. Explore and run machine learning code with Kaggle Notebooks | Using data from Significant Earthquakes, 1965-2016 Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Heart_disease_prediction Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Bitcoin Historical Data Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Solar Power Generation Analysis and Predictive Maintenance using Kaggle Dataset - nimishsoni/Solar-Power-Generation-Forecasting-and-Predictive-Maintenance Explore and run machine learning code with Kaggle Notebooks | Using data from Oral Cancer Prediction Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. 2. Explore and run machine learning code with Kaggle Notebooks | Using data from English Premier League Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. . Data Exploration: In-depth analysis of the Explore and run machine learning code with Kaggle Notebooks | Using data from NASA Bearing Dataset NASA Bearing Dataset RUL Prediction | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. This project aims to predict a student's final grade based on various factors such as midterm grades, study time, failures, and absences using a dataset from Kaggle. The House Prices dataset is a popular machine learning dataset hosted on Kaggle. Explore and run machine learning code with Kaggle Notebooks | Using data from Currency Exchange Rate Prediction Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Predict Fllight Price, practise feature engineering, implement ensemble models Explore and run machine learning code with Kaggle Notebooks | Using data from Tesla Stock Price Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The training script is located under src/modeling. Python project employing machine learning to predict revenue for movies using Kaggle data from the since-concluded "TMDb Box Office Prediction" Playground Prediction Competition. Explore and run machine learning code with Kaggle Notebooks | Using data from National Health and Nutrition Examination Survey Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. " In the problem, we are given a dataset full of seismic data (approximately, the acoustic variance of seismic waves) as well as time to next fault failure (earthquake) and are tasked to predict, given seismic data, the approximate imminence of an earthquake. Income Prediction using python | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Mobile Price Classification Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. It’s perfect for learning churn prediction. Initially, a Linear Regression model was used for prediction, and later, a Random Forest model was implemented for potentially improved performance. Dec 7, 2024 · Libraries Used: Pandas, Scitkitlearn, Keras, Tensorflow, MatPlotLib, Seaborn, and NumPy DataSet Description: The Kaggle stroke prediction dataset contains over 5 thousand samples with 11 total features (3 continuous) including age, BMI, average glucose level, and more. Explore and run machine learning code with Kaggle Notebooks | Using data from Car sales Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Jul 27, 2012 · The objective is to forecast demands for thousands of products at four central warehouses of a manufacturing company. This Notebook A simple classification model for breast cancer using python - afiadata/breastcancerprediction project is publicly available on Kaggle: Breast Cancer Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Time Series Forecasting for Environmental Data. Mar 7, 2025 · To effectively build predictive models using Kaggle datasets, it is essential to follow a structured approach that encompasses data preparation, model selection, training, and evaluation. The objective is to build a predictive model that can accurately predict whether a loan application will be approved or not based on the other features in the dataset. Explore and run machine learning code with Kaggle Notebooks | Using data from Car Price Prediction Explore and run machine learning code with Kaggle Notebooks | Using data from Hourly energy demand generation and weather Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from IMDB 5000 Movie Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Meaningful Features for Predicting SHA, DFA, SFA, SYA, and VNA Attacks in IoT In this project, we are tackling a Kaggle challenge called "LANL Earthquake Prediction. Explore and run machine learning code with Kaggle Notebooks | Using data from Monthly Rainfall Index and Flood Probability Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Advertising Dataset Sales Prediction (Simple Linear Regression) | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. It represents the daily sales for each store and item. Explore and run machine learning code with Kaggle Notebooks | Using data from Pima Indians Diabetes Database Diabetes Prediction using Python | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. menu. Feb 27, 2025 · Dataset to use: The Telco Customer Churn dataset on Kaggle contains real customer data including services they’ve signed up for, account information, and whether they left. Explore and run machine learning code with Kaggle Notebooks | Using data from Divorce/marriage dataset with birth dates Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The objective is to help potential buyers, sellers, and investors make informed decisions based on data Explore and run machine learning code with Kaggle Notebooks | Using data from Rossmann Store Sales Sales Prediction using Python | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. 11 clinical features for predicting stroke events. - nmn-pandey/student-dropout-prediction This repository contains code and analysis for predicting student dropout and academic success using demographic, socioeconomic, and academic data. Explore and run machine learning code with Kaggle Notebooks | Using data from Soil Moisture Levels Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more Explore and run machine learning code with Kaggle Notebooks | Using data from Breast Cancer Wisconsin (Diagnostic) Data Set Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The codes of the 20 competing Kaggle teams along with the competition datasets are made available. Finally, Label : This is the output variable which contains 22 unique values i. Explore and run machine learning code with Kaggle Notebooks | Using data from Acea Smart Water Analytics Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Rain in Australia Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. txt: File listing Python dependencies required for the project. The dataset incorporates features derived from individual and local health data, enabling the creation of predictive models to estimate insurance amounts across different categories of individuals. amex-default-prediction-feather Challenges and Opportunities in Car Price Prediction Models. data/: Directory containing the dataset file(s). This project focuses on predicting loan approval outcomes through an extensive analysis of a curated dataset. Flexible Data Ingestion. Explore and run machine learning code with Kaggle Notebooks | Using data from Bike Sharing Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from DengAI Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. The Explore and run machine learning code with Kaggle Notebooks | Using data from Time series analysis Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Iris Species Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from House Sales in King County, USA Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Heart Failure Prediction Dataset. Tech Stack: HTML, CSS, Python, Flask, Jupyter Notebook. saved_lstm_model. Explore and run machine learning code with Kaggle Notebooks | Using data from Stock price trend prediction Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. e. Explore and run machine learning code with Kaggle Notebooks | Using data from Customer_Behaviour 🚶 Customer Behavior Prediction | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. - idea-smith/placement-prediction A Python toolbox for predicting brain network (graph) evolution over time from a single observation. Explore and run machine learning code with Kaggle Notebooks | Using data from Unemployment and mental illness survey Explore and run machine learning code with Kaggle Notebooks | Using data from Vehicle dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Predicting the type of fertilizer to be used depending on the crop type and soil type Dataset is taken from Kaggle. Regression with flood prediction on full dataset. Explore and run machine learning code with Kaggle Notebooks | Using data from [Private Datasource] Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Stroke Prediction Dataset Python. By analyzing trends, seasonality, and other factors, the system provides sales forecasts and insights into future performance. , 22 different crops and they are Only three algorithms are used to predict the output. py: A python file that contains a slightly varied version of the Jupyter Notebook. md: This file providing an overview of the project, instructions, and information about the dataset. Time series analysis helps us understand patterns in data that change over Mar 6, 2025 · Explore Kaggle's diverse prediction datasets to enhance your predictive modeling skills and drive data-driven insights. This section will guide you through the process, ensuring you leverage the rich resources available on Kaggle. Explore and run machine learning code with Kaggle Notebooks | Using data from Solar Power plant Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Created a student job placement evaluation system using a Kaggle dataset. Explore and run machine learning code with Kaggle Notebooks | Using data from E-Commerce Data Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Erbil Heart Disease Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Bitcoin Price Dataset 📊Bitcoin Price Prediction📈 using LSTM | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Machine learning and deep learning models are implemented in Python and R. Explore and run machine learning code with Kaggle Notebooks | Using data from Population growth (annual %) Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Achieved a 94% precision rate and 88% accuracy with a Random Forest Classification model. - basiralab/Kaggle-BrainNetPrediction-Toolbox Dec 13, 2023 · The data that was used for this assignment (salary. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. - nickmi Explore and run machine learning code with Kaggle Notebooks | Using data from Keystroke dynamics challenge 1 Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Analytics Vidhya Loan Prediction Loan Prediction Dataset. Explore and run machine learning code with Kaggle Notebooks | Using data from Abalone Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. forestfires. Explore and run machine learning code with Kaggle Notebooks | Using data from Early Stage Diabetes Risk Prediction Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. This Notebook Explore and run machine learning code with Kaggle Notebooks | Using data from House Rent Prediction Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from Breast Cancer Dataset Explore and run machine learning code with Kaggle Notebooks | Using data from Adult income dataset income prediction | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Explore and run machine learning code with Kaggle Notebooks | Using data from Rainfall in India Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. They are This repository focuses on the application of machine learning to predict the costs of medical insurance, utilizing a dataset sourced from Kaggle. py is the training script and the training configuration is specified by flags yaml file. Python. This Notebook The Loan Prediction dataset from Kaggle contains 614 loan applications with 13 features, including gender, marital status, income, loan amount, credit history, and loan status. [Note] If you want to run training from scratch, please remove results folder once. 🏡 House Price Prediction - India Project Overview This project leverages machine learning techniques to predict the sale prices of houses in India using the Kaggle "House Price India" dataset. DATASETS. Explore and run machine learning code with Kaggle Notebooks | Using data from Machine Predictive Maintenance Classification Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from Advertising. Explore and run machine learning code with Kaggle Notebooks | Using data from Health Insurance dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Jun 9, 2019 · In this example, we use the dataset from a Kaggle competition. Explore and run machine learning code with Kaggle Notebooks | Using data from Prostate Cancer Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. ipynb: Jupyter Notebook containing the Python code for the project. Playground Series - Season 4, Episode 5. Explore and run machine learning code with Kaggle Notebooks | Using data from Diabetics prediction using logistic regression Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Like always we start with importing the required libraries and importing our data from CSV: requirements. Learn more Explore and run machine learning code with Kaggle Notebooks | Using data from Rain in Australia Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. README. The Sales Prediction System is a Python-based application that uses machine learning techniques to predict future sales based on historical data extracted from Kaggle. csv) was provided by Kaggle and the pandas library in Python was used to load the data into the dataframe: salary_data (Salary Dataset). The predictive model is built using machine learning algorithms, with an emphasis on data exploration, cleaning, and interactive user input. Explore and run machine learning code with Kaggle Notebooks | Using data from Massive Yahoo Finance Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. h5: Saved LSTM model for stock price prediction. Data Source: Kaggle Data Description from Kaggle: The dataset contains historical product demand for a manufacturing company with footprints globally. Explore and run machine learning code with Kaggle Notebooks | Using data from Road Traffic Accidents Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. # Function to test the stationarity def test_stationarity(timeseries): # Determing rolling Explore and run machine learning code with Kaggle Notebooks | Using data from Car Price Prediction Dataset Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources Default Prediction. csv Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. License. This Notebook Featuring an advanced Python code for Diabetes Prediction, powered by machine learning and using a reliable Kaggle dataset. In this notebook, I (👨🏻‍💼) use the dataset Financial Distress, available on Kaggle, to evaluate the performance of different Machine Learning models in predicting financial distress. forest_fire_prediction. Detecting diabetes risk early is crucial, and this project aims to contribute to personalized healthcare interventions. csv: The dataset used for training and testing the model, obtained from Kaggle. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more Explore and run machine learning code with Kaggle Notebooks | Using data from California Housing Prices Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. This Jan 28, 2020 · The above graph tells us that sales tend to peak at the end of the year. train_lyft. The output attribute is a Explore and run machine learning code with Kaggle Notebooks | Using data from Big Mart Sales Prediction Datasets. ghbmx ujwkzbr mvzyoh xbugcf mrgmb edfhf sxjkvl ozo wjojlyji xug wesud fczzi cqylrv flmvn pya