Remove 2023 Remove Cross Validation Remove EDA
article thumbnail

Sales Prediction| Using Time Series| End-to-End Understanding| Part -2

Towards AI

Last Updated on July 19, 2023 by Editorial Team Author(s): Yashashri Shiral Originally published on Towards AI. Sales Prediction| Using Time Series| End-to-End Understanding| Part -2 Sales Forecasting determines how the company invests and grows to create a massive impact on company valuation.

article thumbnail

The AI Process

Towards AI

Last Updated on August 17, 2023 by Editorial Team Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. Data preparation: This step includes the following tasks: data preprocessing, data cleaning, and exploratory data analysis (EDA). Training: This step includes building the model, which may include cross-validation.

AI 96
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Announcing the Winners of ‘The NFL Fantasy Football’ Data Challenge

Ocean Protocol

By leveraging cross-validation, we ensured the model’s assessment wasn’t reliant on a singular data split. This data challenge took NFL player performance data and fantasy points from the last 6 seasons to calculate forecasted points to be scored in the 2024 NFL season that began Sept.

article thumbnail

New Data Challenge: Aviation Weather Forecasting Using METAR Data

Ocean Protocol

The data we use for this challenge is Miami's historical METAR logs from 2014–2023. Challenge Overview Objective : Building upon the insights gained from Exploratory Data Analysis (EDA), participants in this data science competition will venture into hands-on, real-world artificial intelligence (AI) & machine learning (ML).