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Overview
The Associate Big Data Certification course is tailored for engineers proficient in using cloud-based big data products. This certification covers foundational distributed system theory and core big data products, including MaxCompute, DataWorks, and E-MapReduce, among other ecosystem tools. It is ideal for professionals seeking to validate their skills in managing and analyzing large datasets using cloud technologies.
Objectives
By the end of this course, leaner will be able to:
- Understand the fundamentals of distributed systems and big data architecture.
- Utilize core big data products such as MaxCompute and DataWorks effectively.
- Manage and analyze large datasets using E-MapReduce and other ecosystem tools.
- Implement best practices for data processing and analysis in a cloud environment.
- Prepare for the Associate Big Data Certification exam with comprehensive knowledge of core products and their applications.
Prerequisites
- Basic knowledge of big data concepts and distributed systems.
- Experience with cloud computing and data management.
- Familiarity with Alibaba Cloud’s big data products.
- Understanding of data processing and analytics principles.
- Prior experience or training in data engineering or related fields.
Course Outline
Module 1: Introduction to Big Data and Distributed SystemsCourses2024-09-01T15:42:10+05:30
- Overview of distributed system theory.
- Basics of big data architecture and cloud integration.
Module 2: MaxCompute FundamentalsCourses2024-09-01T15:43:45+05:30
- Introduction to MaxCompute for large-scale data processing.
- Using MaxCompute for data storage, computation, and management.
Module 3: DataWorks EssentialsCourses2024-09-01T15:44:15+05:30
- Overview of DataWorks and its role in data integration.
- Using DataWorks for workflow management and data synchronization.
Module 4: E-MapReduce and Ecosystem ToolsCourses2024-09-01T15:45:40+05:30
- Introduction to E-MapReduce for big data processing.
- Overview of ecosystem tools and their applications in data analytics.
Module 5: Preparing for the Certification ExamCourses2024-09-01T15:47:30+05:30
- Review of key topics and best practices.
- Sample questions and exam preparation strategies.
