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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Collaboration & Deployment | 10% | - Exporting and deploying jobs - Team-based development and reference projects - Version control integration |
| Topic 2: Talend Studio Fundamentals | 15% | - Component palette and usage - Job design principles and best practices - Project creation and management - Studio interface and workspace navigation |
| Topic 3: Error Handling, Logging & Testing | 10% | - Debugging and testing jobs - Logging and monitoring configuration - Validation and data quality checks - Error handling mechanisms |
| Topic 4: Metadata Management | 15% | - Reusing metadata across projects - Schema creation and configuration - Defining and managing connections - Metadata impact analysis |
| Topic 5: Job Orchestration & Parameters | 20% | - Master jobs and job dependencies - Joblets for reusable workflows - Context variables and parameterization - Parallel execution and performance tuning |
| Topic 6: Data Integration & Transformation | 30% | - Handling rejected records and errors - Using tMap for joins, mappings and transformations - Filtering, sorting and aggregating data - Using built-in functions and routines - Reading and writing data from files and databases |
1. You want to improve the Trust Score of your dataset as a dataset owner. Which actions should you perform? Choose 2 answers.
A) Add ratings to the dataset
B) Improve the quality of the dataset using Pipeline Designer
C) Use the dataset in an ETL Job
D) Change the dataset score manually
2. Which aspects contribute to the calculation of the validity of a dataset? Choose 2 answers.
A) Use of semantic types across the dataset sample
B) Number of valid and invalid values across the dataset sample
C) Number of empty rows across the dataset sample
D) Use of user ratings and certification
3. Which capabilities does Traces Debug provide?
Choose 2 answers
A) Advancing one row at a time
B) Filtering which data is propagated by a flow
C) Advancing one column at a time
D) Breaking on a selected line of code
E) Breaking when an input column fulfills a condition
4. You create a Job consisting of two subJobs, A and B. You added Joblet C with the intension of running it between A and B.
What are the minimum requirements to orchestrate this? (Choose Two)
A) Add TRIGGER_INPUT and TRIGGER_OUTPUT components into B.
B) Add TRIGGER_INPUT and TRIGGER_OUTPUT components into A.
C) Add TRIGGER_INPUT and TRIGGER_OUTPUT components into C
D) Link A, B and C using On Subject Ok triggers.
5. You need to create a centralized metadata connection to a database server for an application. Which steps should you take before building a Job that reads from that database? Choose 3 answers.
A) Add a tMap component to handle and convert Db Types.
B) Create Db Connections metadata to describe the database connection.
C) Retrieve the schemas from the database connection.
D) Add a tCreateTable component to create a table in the database.
E) Drag the Db Connections metadata onto the Designer to read from the database component.
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: A,B | Question # 3 Answer: A,E | Question # 4 Answer: C,D | Question # 5 Answer: B,C,E |
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