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Overview
The Professional Big Data Certification course is designed for individuals with practical knowledge of big data and experience with Alibaba Cloud’s big data products. This certification covers a broad range of core services, including MaxCompute, DataWorks, E-MapReduce, and Visualization and BI tools. It is ideal for engineers looking to validate their skills in managing and analyzing large datasets within Alibaba Cloud’s ecosystem.
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
- Practical knowledge of big data concepts and cloud data management.
- Hands-on experience with Alibaba Cloud’s big data products.
- Familiarity with data processing and analytics techniques.
- Understanding of core big data services and their applications.
- Previous experience or training in data engineering or related fields.
Course Outline
Module 1: Introduction to Big Data and Core ServicesCourses2024-09-01T16:41:04+05:30
- Overview of Alibaba Cloud’s big data services.
- Introduction to MaxCompute, DataWorks, and E-MapReduce.
Module 2: MaxCompute Architecture and OptimizationCourses2024-09-01T16:41:53+05:30
- Deep dive into MaxCompute architecture and its components.
- Techniques for optimizing MaxCompute SQL programs and data processing.
Module 3: DataWorks and Workflow ManagementCourses2024-09-01T16:40:00+05:30
- Using DataWorks for data integration and workflow management.
- Best practices for data synchronization and pipeline management.
Module 4: E-MapReduce and Big Data ProcessingCourses2024-09-01T16:39:19+05:30
- Introduction to E-MapReduce for large-scale data processing.
- Overview of ecosystem tools and their integration with E-MapReduce.
Module 5: Visualization and Business Intelligence ToolsCourses2024-09-01T16:38:45+05:30
- Utilizing visualization and BI tools for data analysis.
- Implementing data-driven insights and decision-making strategies.
