Machine Learning Project (Intermediate Level Exercise)
Budget: $30 – $250 USD
I need to solve a Machine Learning project with real data from an online sales company. Data sets will be provided to be evaluated and validated.
Build a model to forecast item inventory days based on Sales historical data.
Every day, the company shipping unit delivers thousands of products around the world.
In order to provide customers with the best experience throughout the shipping process, it is critical to have accurate sales forecasts.
At the core of this business problem, lies the exercise task: given the historical sales time-series for a subset of the martketplace's listings, we challenge you to predict how long will it take for a given item to run out of stock.
Your task is to predict how long it will take for the inventory of a certain item to be sold completely. In inventory management theory this concept is known as inventory days.
In the evaluation set you will be given the item target stock, and you will have to provide a prediction for the number of days it will take to run out. Possible values range from 1 to 30. Rather than giving a point estimate, you are expected to provide a score for each the possible outcomes.
~~ If you feel fit to carry out this exercise, apply and you will be sent the necessary files to begin the task.
Build a model to forecast item inventory days based on Sales historical data.
Every day, the company shipping unit delivers thousands of products around the world.
In order to provide customers with the best experience throughout the shipping process, it is critical to have accurate sales forecasts.
At the core of this business problem, lies the exercise task: given the historical sales time-series for a subset of the martketplace's listings, we challenge you to predict how long will it take for a given item to run out of stock.
Your task is to predict how long it will take for the inventory of a certain item to be sold completely. In inventory management theory this concept is known as inventory days.
In the evaluation set you will be given the item target stock, and you will have to provide a prediction for the number of days it will take to run out. Possible values range from 1 to 30. Rather than giving a point estimate, you are expected to provide a score for each the possible outcomes.
~~ If you feel fit to carry out this exercise, apply and you will be sent the necessary files to begin the task.
Related categories:
Data Processing
Machine Learning (ML)
Big Data Sales
Statistical Analysis
Data Science