Dive into the world of time series forecasting with the Egg Sales Forecasting Challenge! This competition provides a rich dataset detailing 30 years of egg sales from a Sri Lankan shop. As participants, you'll uncover the nuances of seasonal fluctuations influenced by cultural festivities, global events, and even unexpected lockdowns. Beyond just raw numbers, this dataset tells a story of traditions, market dynamics, and the resilience of businesses. Your mission? Harness this wealth of information to predict the egg sales for 2022. Whether you're a newbie in forecasting or a seasoned data scientist, this challenge offers a unique opportunity to hone your skills Your task is to build a machine learning model that can predict future egg sales based on the provided historical data. Whether you're a beginner just starting out with time series forecasting or an expert looking to test new algorithms, this challenge is for you!