C1000-074

The IBM C1000-074 exam, titled "IBM Cloud Pak for Data v4.x Solution Architect V1," focuses on demonstrating your ability to design, deploy, and manage solutions using IBM Cloud Pak for Data. The main points covered include:

• Understanding IBM Cloud Pak for Data Architecture and Components: This is foundational. You need to know the overall architecture, how different components (like Watson Studio, Db2 Warehouse, etc.) interact, and their capabilities.

• Data Integration and Management: A significant portion deals with ingesting data from various sources, transforming it, and managing it within the Cloud Pak for Data environment. This includes understanding data pipelines, data quality, and governance.

• Data Modeling and Warehouse Design: You'll be tested on your ability to design efficient and effective data warehouses and models suitable for the Cloud Pak environment. This involves choosing appropriate database technologies and optimizing for performance.

• Deployment and Management: Knowing how to deploy and manage the Cloud Pak for Data environment itself is crucial. This includes understanding deployment options (on-premises, cloud), resource allocation, monitoring, and security.

• Security and Compliance: Implementing robust security measures within the Cloud Pak for Data environment is a key aspect. This includes access control, data encryption, and compliance with relevant regulations.

• Analytics and AI Integration: Leveraging the analytical and AI capabilities within the Cloud Pak for Data ecosystem is important. Understanding how to integrate tools like Watson Studio, SPSS Modeler, and other AI services is key.

• Automation and Orchestration: Using tools and techniques to automate tasks and orchestrate workflows within the Cloud Pak for Data environment is a valuable skill tested on the exam.

• Cost Optimization: Designing and managing solutions that are cost-effective is vital. You'll need to understand how to optimize resource usage and minimize expenses.

In short, the exam assesses your comprehensive understanding of designing, deploying, and managing complete data solutions using IBM Cloud Pak for Data. It's not just about knowing individual components, but how they work together to create a cohesive and effective data platform. The emphasis is on practical application and architectural design rather than just theoretical knowledge.