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.
GCP Pro Data Engineer
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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.
Databricks ML Associate Practi
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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
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Verdict
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
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.
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.
| Parameter | GCP Pro Data Engineer | Databricks ML Associate Practi |
|---|---|---|
| Price | $12.99 | Free โ better |
| Update frequency | Every 2 months | Every 5 weeks โ better |
| Ads | No | No |
| In-app purchases | No โ better | Yes |
| Devices | iPhone, iPad, iPod | iPhone, iPad, iPod |
| Requires iOS | 15.0 โ better | 15.1 |
| Further details โ not scored | ||
| Size | 27 MB | 40 MB |
| Age rating | 4+ | 4+ |
| Developer | Davy Raitt | Thomas Baric |
In-app purchases
GCP Pro Data Engineer
No in-app purchases
Databricks ML Associate Practi
- Databricks ML Associate Pro$4.99





