SPARK Developer Exam 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.
SPARK Developer Exam Prep
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PASS YOUR DATABRICKS CERTIFIED ASSOCIATE DEVELOPER FOR APACHE SPARK EXAM Master big data engineering with 500+ practice questions designed to get you certified on your first attempt. 500+ practice questions 5-minute study sessions Track your progress Remove mastered questions Text-to-speech support Dark mode available WHY GET CERTIFIED? Databricks-certified data engineers earn up to $203K annually (Skillsoft 2024). Organizations worldwide rely on Apache Spark to process petabytes of data, making this certification your gateway to high-demand big data roles. WHAT YOU'LL MASTER: โข Apache Spark architecture with driver and executor components โข PySpark DataFrame API including transformations and actions โข Spark SQL operations with temporary and global views โข DAG optimization and Catalyst query optimizer internals โข Narrow vs wide transformations and their performance impacts โข Shuffle operations and partition-level data movement โข Unified Memory Model for execution and storage management โข Partition tuning strategies for optimal cluster utilization โข Structured Streaming for real-time data processing โข Spark Connect for client-server architecture patterns โข Pandas API on Spark for distributed Python workflows โข SparkSession and SparkContext configuration best practices โข Executor memory and core allocation strategies โข Performance troubleshooting with Spark UI and metrics โข Broadcast joins, coalesce, and repartition operations STUDY ANYWHERE: Coffee breaks. Commutes. Lunch hours. Turn dead time into Apache Spark expertise. Download now. Pass your exam. Master big 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 in-app purchases: SPARK Developer Exam Prep at none against Databricks ML Associate Practi's 3. Databricks ML Associate Practi's advantage is update cadence (every 5 weeks vs every 4 months). On price, 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
Both are free to download. Databricks ML Associate Practi sells 3 in-app purchases, starting at $6.99 per month. SPARK Developer Exam Prep asks for nothing beyond the download.
SPARK Developer Exam Prep ships an update every 4 months, Databricks ML Associate Practi every 5 weeks. The most recent releases landed on October 31, 2026 and October 25, 2026 respectively.
| Parameter | SPARK Developer Exam Prep | Databricks ML Associate Practi |
|---|---|---|
| Price | Free | Free |
| Update frequency | Every 4 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
SPARK Developer Exam Prep
No in-app purchases
Databricks ML Associate Practi
- Linux / DevOps Access Bundle$6.991 Month
- AI / Machine Learning Access Bundle$6.991 Month
- Databricks ML Associate Pro$4.99
Questions
Is SPARK Developer Exam Prep free?
Is Databricks ML Associate Practi free?
Do SPARK Developer Exam Prep or Databricks ML Associate Practi have ads?
Which is updated more often, SPARK Developer Exam Prep or Databricks ML Associate Practi?
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