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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Visualization and Storytelling | 15-20% | - Visualization best practices - Interactive dashboards and reports - Communicating findings to stakeholders |
| Topic 2: Watson Studio and Watson Knowledge Catalog | 20-25% | - Data governance and cataloging - AutoAI and automatic model building - Data asset management - Project management and collaboration |
| Topic 3: Watson AI Services and Deployment | 10-15% | - Watson Discovery overview - Monitoring deployed models - Watson Assistant integration - Deploying models as REST APIs |
| Topic 4: Machine Learning and Model Development | 20-25% | - Feature engineering and selection - Model deployment and monitoring - Model training, evaluation, and optimization - Supervised and unsupervised learning concepts |
| Topic 5: Data Science and Watson Fundamentals | 20-25% | - IBM Watson ecosystem and components - Data collection, preparation, and exploration - Data science methodology and CRISP-DM framework |
Assessing the feasibility of a solution(s) often requires evaluating:
Correct Answer: A 🗳️
An essential aspect of the ETL (Extract, Transform, Load) process is:
Correct Answer: C 🗳️
Which feature is NOT available when managing models with Watson Machine Learning?
Correct Answer: B 🗳️
In defining a business problem, what is essential to align with the stakeholders?
Correct Answer: B 🗳️
What does the term "complexity" in model comparison refer to?
Correct Answer: B 🗳️
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