Thursday 16 November 2023

Data Science Coding Challenge: Loan Default Prediction (Free Project)

 


Objectives

Load, clean, analyze, process, and visualize data using Python and Jupyter Notebooks

Produce an end-to-end machine learning prediction model using Python and Jupyter Notebooks

Skills you’ll demonstrate

Data Science

Data Analysis

Python Programming

Machine Learning


About this Project

In this coding challenge, you'll compete with other learners to achieve the highest prediction accuracy on a machine learning problem. You'll use Python and a Jupyter Notebook to work with a real-world dataset and build a prediction or classification model.


Important Information:


How to register?


To participate, you’ll need to complete simple steps. First, click the “Start Project” button to register.


Next, you’ll need to create a Coursera Skills Profile, which only takes a few minutes. We’ll send you a profile link the week of the challenge.


When does the challenge start?


The coding challenge begins Tuesday, August 29th, at 8 AM (PST) and closes Thursday, August 31st, at 11:59 PM (PST). If you’re registered, you’ll receive a reminder email on the challenge start date. 


Please note this is a timed competition. Once the challenge is unlocked, you’ll have 72 hours to complete it. You can submit as many times as you would like within this timeframe.


What will the winners receive?


Participants will be evaluated based on their model’s prediction accuracy. The top 20% of participants will receive an achievement badge on their Coursera Skills Profile, highlighting their performance to recruiters.  The top 100 performers will get complimentary access to select Data Science courses.


All participants can showcase their projects to potential employers on their Coursera Skills Profile.


Winners will be notified by email the week of September 10th.


Good luck, and have fun!


Project plan

This project requires you to independently complete the following steps:

•Importing and preprocessing data


•Analyze the data


•Build machine learning models


•Evaluate machine learning models

Join Free -  Data Science Coding Challenge: Loan Default Prediction

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