Comparison

GCP Pro Data Engineer 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

GCP Pro Data Engineer

Features
Read full description

PASS YOUR PROFESSIONAL DATA ENGINEER EXAM 500+ practice questions 5-minute study sessions Track your progress Remove mastered questions Text-to-speech support Dark mode available WHY GET CERTIFIED? Certified Google Cloud data engineers earn up to $203K annually (Skillsoft 2024). Professional Data Engineer validates expertise in designing, building, and optimizing data infrastructure for enterprise applications. WHAT YOU'LL MASTER: Data security with IAM, encryption, and key management Data governance with project and dataset architecture Data pipelines with Dataflow, Apache Beam, and Cloud Data Fusion Pipeline orchestration with Cloud Composer and Workflows Storage solutions with BigQuery, BigLake, AlloyDB, Bigtable, and Spanner Data warehouse design and normalization strategies Data lakes with Dataplex and cost controls Batch and streaming transformations with windowing BigQuery ML for feature engineering and model training RAG preparation with unstructured data embeddings Analytics Hub for data sharing Performance optimization and cost management Disaster recovery and fault tolerance strategies STUDY ANYWHERE: Coffee breaks. Commutes. Lunch hours. Turn dead time into data engineering expertise. Download now. Pass your exam. Master Google Cloud data engineering.

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

GCP Pro Data Engineer3 screens
Databricks ML Associate Practi4 screens

Verdict

The call

The clearest difference is price: Databricks ML Associate Practi at Free against GCP Pro Data Engineer's $12.99. GCP Pro Data Engineer's advantage is in-app purchases (none vs 1). On update cadence, ads, device support and iOS requirement 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

Databricks ML Associate Practi is free to download; GCP Pro Data Engineer costs $12.99 up front. Databricks ML Associate Practi sells 1 one-off in-app purchase. GCP Pro Data Engineer asks for nothing beyond the download.

UpkeepUpdate frequency

GCP Pro Data Engineer ships an update every 2 months, Databricks ML Associate Practi every 5 weeks. The most recent releases landed on May 12, 2026 and September 17, 2026 respectively.

Scorecard2 real differences ยท 4 level
GCP Pro Data Engineer versus Databricks ML Associate Practi: the parameters behind the verdict, then further details
ParameterGCP Pro Data EngineerDatabricks ML Associate Practi
Price$12.99Free โ€” better
Update frequencyEvery 2 monthsEvery 5 weeks โ€” better
AdsNoNo
In-app purchasesNo โ€” betterYes
DevicesiPhone, iPad, iPodiPhone, iPad, iPod
Requires iOS15.0 โ€” better15.1
Further details โ€” not scored
Size27 MB40 MB
Age rating4+4+
DeveloperDavy RaittThomas Baric

In-app purchases

None

GCP Pro Data Engineer

No in-app purchases

1 purchases

Databricks ML Associate Practi

One-time1
  • Databricks ML Associate Pro$4.99

Questions

Is GCP Pro Data Engineer free?
GCP Pro Data Engineer costs $12.99, with no in-app purchases.
Is Databricks ML Associate Practi free?
Databricks ML Associate Practi is free to download, with in-app purchases available.
Do GCP Pro Data Engineer or Databricks ML Associate Practi have ads?
Neither GCP Pro Data Engineer nor Databricks ML Associate Practi shows ads.
Which is updated more often, GCP Pro Data Engineer or Databricks ML Associate Practi?
GCP Pro Data Engineer ships an update every 2 months, and Databricks ML Associate Practi every 5 weeks. Most recently, GCP Pro Data Engineer was updated on May 12, 2026 and Databricks ML Associate Practi on September 17, 2026.

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