Using Machine Learning to Predict Price of Product on Mercari

Using Machine Learning to Predict Price of Product on Mercari

Using Machine Learning to Predict Price of Product on Mercari. In this post, we will be going through the problem they posed and will be solving it end to end.

The numbers have no way of speaking for themselves. We speak for them. We imbue them with meaning. — Nate Silver, The Signal and the Noise

Introduction

In 2018, Mercari launched a kernel competition on Kaggle with prize money of $100,000. Over 2800 teams competed and the 1st place solution even went into production. Mercari is the selling app where we can sell(or buy) almost anything. We all have stuff that we don’t use but that stuff still has value. Mercari helps us sell it, ship it, and earn some cash. In this post, we will be going through the problem they posed and will be solving it end to end. You can find the code here. Also the Link to Kaggle competition page is https://www.kaggle.com/c/mercari-price-suggestion-challenge/overview. A data science project involves steps that are listed below:

  1. Goal definition
  2. Data collection & preparation
  3. Feature engineering
  4. Model training
  5. Model evaluation
  6. Model deployment

Please check out the repository for code amishrikotkar/price-prediction-at-mercari

programming jupyter-notebook deep-learning machine-learning python

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

PyTorch for Deep Learning | Data Science | Machine Learning | Python

PyTorch is a library in Python which provides tools to build deep learning models. What python does for programming PyTorch does for deep learning.

Learn Python Programming

Learn Python Programming

Pipelines in Machine Learning | Data Science | Machine Learning | Python

Machine Learning Pipelines performs a complete workflow with an ordered sequence of the process involved in a Machine Learning task. The Pipelines can also

PyTorch for Deep Learning | Data Science | Machine Learning | Python

PyTorch for Deep Learning | Data Science | Machine Learning | Python. PyTorch is a library in Python which provides tools to build deep learning models. What python does for programming PyTorch does for deep learning. Python is a very flexible language for programming and just like python, the PyTorch library provides flexible tools for deep learning.

AutoML: Automated Machine Learning | Data Science | Machine Learning | Python

AutoML makes the power of a Machine Learning algorithm available to you even if you don't have the complete knowledge of Machine Learning.You can use AutoML