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DataCampGeneral MLBeginnerRegistration unverified

Where to open a new coffee shop?

A beginner general ml competition requiring roughly 6–14 hours for an end-to-end practice run.

Difficulty
Beginner
Estimated effort
6–14 hours
Registration deadline
To be confirmed
Compute
CPU only
OverviewPreparationSource

Overview

Who this competition fits

Beginners who want a low-friction first competition on a learning platform with DataLab notebooks.

Read the original official blurb
You are helping a client who owns coffee shops in Colorado. The company's coffee shops serve high-quality and responsibly sourced coffee, pastries, and sandwiches. They operate three locations in Fort Collins and want to expand into Denver. Your client believes that the ideal location for a new store is close to affluent households, and the store appeals to the 20-35 year old demographic. Your team collected geographical and demographic information about Denver's neighborhoods to assist the search. They also collected data for Starbucks shops in Denver. Starbucks and the new coffee shops do not compete for the same clients; the team included their location as a reference. Provide your client a list of neighborhoods in Denver where they should consider expanding. Include: Scoring notes: This is a community-based competition. The top 5 most upvoted entries will win.

Preparation

From registration to a first submission

  1. 01

    Python or R basics

  2. 02

    DataCamp / DataLab workflow

  3. 03

    pandas or tidyverse

Before you commit: Even learning competitions can stall if you have never turned analysis into a clean submission notebook.

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
DataCamp
Last checked
Jul 13, 2022

Entry assessment

est.
88

Strong first competition

Overall fit estimate

Beginner fit88/100
Learning value86/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Jul 13, 2022
Source created
Jul 13, 2022
Published on this site
Jul 18, 2026