Comparison

Data Engineer Pro Prep vs Databricks ML Associate Practi

Price, ratings, monetisation and update history for both apps, side by side โ€” with what reviewers say about each.

Head to head
About

Data Engineer Pro Prep

Features
Read full description

This application is an independent exam preparation resource and is not affiliated with, endorsed by, sponsored by, or associated with Google LLC or any of its subsidiaries. GCP-DPE (Google Cloud Professional Data Engineer) is a registered trademark of Google LLC. Prepare confidently for the Google Professional Data Engineer (GCP-DPE) exam. GCP-DPE Practice provides hundreds of carefully crafted practice questions. โ—† COMPREHENSIVE COVERAGE โ€ข practice sets covering all exam domains โ—† REALISTIC EXAM EXPERIENCE โ€ข Timed practice mode simulating the 120-minute exam โ€ข Single and multiple-choice questions in exam format โ€ข Exam readiness score to track your progress โ—† SMART STUDY TOOLS โ€ข Detailed explanations for every question โ€ข Spaced-repetition flashcards powered by FSRS algorithm โ€ข Bookmarks for quick review โ€ข Personal notes on any question โ€ข Per-domain accuracy to identify weak areas โ—† MULTILINGUAL โ€ข Available in English, Japanese, Korean, German, and Portuguese โ—† PRIVACY & OFFLINE โ€ข Works completely offline โ€” no internet required โ€ข No ads, no tracking Start with free practice sets. Unlock all sets with a one-time purchase.

About

Databricks ML Associate Practi

Features
Read full description

Databricks ML Associate gives you focused mobile practice built around Databricks Certified Machine Learning Associate. Use the app to: - answer more daily questions - target your weakest domain - review explanations and source-backed answers - track exam readiness over time - move into longer timed practice sessions The website gives you a clean daily sample. The app gives you the fuller study flow, larger rotating bank, and better progress tracking. Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://dotcreds.com/privacy.html

Screenshots

Data Engineer Pro Prep4 screens
Databricks ML Associate Practi4 screens

Verdict

The call

The clearest difference is iOS requirement: Data Engineer Pro Prep at 13.0 against Databricks ML Associate Practi's 15.1. On price, update cadence, ads and in-app purchases there is nothing between them.

Scored on Price ยท Rating ยท Positive reviews ยท Number of ratings ยท Update frequency ยท Ads ยท In-app purchases ยท Monetization ยท Best chart rank ยท Devices ยท Requires iOS

CostPrice ยท In-app purchases ยท Ads ยท Monetization

Both are free to download. Data Engineer Pro Prep sells 1 one-off in-app purchase and Databricks ML Associate Practi sells 1 one-off in-app purchase. Whichever you choose, the download price is not the number that matters.

UpkeepUpdate frequency

Data Engineer Pro Prep ships an update every 3 weeks, Databricks ML Associate Practi every 5 weeks. The most recent releases landed on September 20, 2026 and September 17, 2026 respectively.

Scorecard1 real difference ยท 5 level
Data Engineer Pro Prep versus Databricks ML Associate Practi: the parameters behind the verdict, then further details
ParameterData Engineer Pro PrepDatabricks ML Associate Practi
PriceFreeFree
Update frequencyEvery 3 weeks โ€” betterEvery 5 weeks
AdsNoNo
In-app purchasesYesYes
DevicesiPhone, iPad, iPod, Mac โ€” betteriPhone, iPad, iPod
Requires iOS13.0 โ€” better15.1
Further details โ€” not scored
Size86 MB40 MB
Age rating4+4+
DeveloperAITYTECHThomas Baric

In-app purchases

1 purchases

Data Engineer Pro Prep

One-time1
  • Premium - Lifetime$3.99
1 purchases

Databricks ML Associate Practi

One-time1
  • Databricks ML Associate Pro$4.99

Questions

Is Data Engineer Pro Prep free?
Data Engineer Pro Prep is free to download, with in-app purchases available.
Is Databricks ML Associate Practi free?
Databricks ML Associate Practi is free to download, with in-app purchases available.
Do Data Engineer Pro Prep or Databricks ML Associate Practi have ads?
Neither Data Engineer Pro Prep nor Databricks ML Associate Practi shows ads.
Which is updated more often, Data Engineer Pro Prep or Databricks ML Associate Practi?
Data Engineer Pro Prep ships an update every 3 weeks, and Databricks ML Associate Practi every 5 weeks. Most recently, Data Engineer Pro Prep was updated on September 20, 2026 and Databricks ML Associate Practi on September 17, 2026.

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