Exam Name: ACA Big Data Certification Exam
Certification Provider: Alibaba Cloud
Corresponding Certification: Alibaba Big data
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To prepare for the ACA-BigData1 certification program, individuals can attend training courses offered by Alibaba Cloud. ACA-BigData1 courses cover all the topics that are included in the certification program. Additionally, individuals can also use online resources, such as study guides and practice exams, to prepare for the exams.
Alibaba Cloud ACA-BigData1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Collection and Preprocessing | 15% | - Data integration and synchronization - Data cleaning and transformation - Data collection methods and tools |
| Topic 2: Big Data Technology Ecosystem | 15% | - Spark and mainstream computing frameworks - Hadoop ecosystem components - Alibaba Cloud big data product system overview |
| Topic 3: Data Processing and Analysis | 25% | - DataWorks development and operation platform - E-MapReduce big data analytics service - SQL and programming for data analysis |
| Topic 4: Big Data Fundamentals | 15% | - Big data processing architecture overview - Concepts and characteristics of big data - Distributed system basics |
| Topic 5: Data Visualization and Application | 10% | - Quick BI visualization tool - Building basic data applications - Principles of data visualization |
| Topic 6: Data Storage and Management | 20% | - Distributed storage solutions - Data modeling and table design - MaxCompute data warehouse service |
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