Exam Name: IBM Watson Data Scientist v1
Certification Provider: IBM
Corresponding Certification: IBM Certification
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Updated: Oct 06, 2026
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IBM C1000-154 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning and Model Development | 20-25% | - Feature engineering and selection - Supervised and unsupervised learning concepts - Model deployment and monitoring - Model training, evaluation, and optimization |
| Watson AI Services and Deployment | 10-15% | - Deploying models as REST APIs - Watson Assistant integration - Watson Discovery overview - Monitoring deployed models |
| Data Visualization and Storytelling | 15-20% | - Communicating findings to stakeholders - Interactive dashboards and reports - Visualization best practices |
| Data Science and Watson Fundamentals | 20-25% | - IBM Watson ecosystem and components - Data collection, preparation, and exploration - Data science methodology and CRISP-DM framework |
| Watson Studio and Watson Knowledge Catalog | 20-25% | - Data asset management - Project management and collaboration - Data governance and cataloging - AutoAI and automatic model building |
IBM Watson Data Scientist v1 Sample Questions:
Automating data processing and model deployment with jobs in Watson Studio helps to:
- A. Limit the ability to update models based on new data
- B. Enhance the reproducibility and efficiency of model deployments
- C. Increase the need for manual intervention in the model lifecycle
- D. Reduce the scalability of deployed solutions
Correct Answer: B 🗳️
Which of the following is NOT a type of data source commonly integrated with Cloud Pak for Data?
- A. Cloud storage services
- B. Paper-based records
- C. Proprietary in-memory databases
- D. Social media feeds
Correct Answer: B 🗳️
In defining a business problem, what is essential to align with the stakeholders?
- A. Technical requirements
- B. Data sources
- C. Project milestones
- D. Business objectives
Correct Answer: D 🗳️
Given the Confusion matrix below, which is the formula for specificity?
- A. (TP + TN)/(FN + FP + TN + TP)
- B. TN/(TN + FP)
- C. TP/(FN + TP)
- D. TP/(FP + TP)
Correct Answer: B 🗳️
What is the key difference between batch processing and streaming in data processing?
- A. Batch processing involves real-time data processing, whereas streaming does not process data
- B. Streaming is suitable for large, historical datasets, whereas batch processing is for real-time data analysis
- C. Batch processing processes data in large blocks at a time, whereas streaming processes data in real- time as it arrives
- D. Batch processing processes data in large blocks at a time, whereas streaming processes data in real- time as it arrives
Correct Answer: D 🗳️
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