Knowledge test
Knowledge test Data Science Project
Machine Learning basics

Knowledge test

Let's determine whether a machine learning problem is supervised or unsupervised.
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Knowledge testKnowledge test
Project Created by

Verónica Barraza

Project Activities

All our Data Science projects include bite-sized activities to test your knowledge and practice in an environment with constant feedback.

All our activities include solutions with explanations on how they work and why we chose them.

multiplechoice

Customer Segmentation for Marketing Strategy

Given a dataset containing customer demographics and purchase history, how can we group customers based on their similarities to tailor marketing strategies?

multiplechoice

Anomaly Detection in Network Traffic

How can we identify unusual patterns or anomalies in network traffic that may indicate a security breach, without having prior labeled examples of such incidents?

multiplechoice

Predicting Housing Prices based on Features

Given historical data on housing prices and features such as location, size, and amenities, can we build a model to predict the prices of new houses?

multiplechoice

Predicting Customer Satisfaction for an E-commerce Website

Given customer feedback data on an e-commerce website where customers can rate their satisfaction on a scale from 1 to 5, should we model this problem as a classification or a regression task?

multiplechoice

You are a healthcare researcher aiming to identify potential subgroups of patients based on their medical records to personalize treatment plans. How could unsupervised learning be utilized to uncover distinct patient clusters with similar medical profile…

multiplechoice

You are an e-commerce manager and want to predict whether customers are likely to make a purchase during their website visit. How can supervised learning be applied to develop a predictive model that helps classify customers into 'potential buyers' and 'n…

Knowledge testKnowledge test
Project Created by

Verónica Barraza

This project is part of

Machine Learning basics

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