Databricks Spark Developer Associate 2026 | Practice Exams

About this course

Update Audit TrailJule 2026 | PT-1, PT-2, PT-3, PT-4: Reviewed and refinement for python language in code snippet. June 2026: ReviewedApril 2026: Routine Review & Refinement - scala removed from the some wording to avoid scala syntax confusion.March 2026 - Practice Test 4 Added | Practice Test 3 Updated with additional questionsJan 2026 - Routine ReviewJan, April, July, Oct 2025 — Routine ReviewDec 2024 — Course Launch• Initial release with blueprint-aligned practice exams• Coverage across all exam domains including Spark SQL, DataFrame API, Structured Streaming, Spark Connect, and Pandas API on SparkCertification Alignment TrackerThis course is periodically reviewed to ensure alignment with the official certification domains.Certification Alignment & Exam Readiness TrackerThis practice exam course is actively maintained and continuously aligned with the official Databricks Certified Associate Developer for Apache Spark exam blueprint.The goal is to ensure learners practice with relevant, realistic, and up-to-date certification questions.Certification StatusCertification covered: Databricks Certified Associate Developer for Apache SparkExam format: 45 questions | 90 minutes | Multiple choice | Recommended readiness score before attempting the real exam: 80%+---Exam Readiness IndicatorUse the following benchmark to assess your readiness for the real certification exam.Score below 60%You are still learning the concepts. Review Spark fundamentals such as Spark SQL, DataFrame transformations, and Spark architecture before retaking the practice te