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IBM C1000-154 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning and Model Development | 20-25% | - Supervised and unsupervised learning concepts - Model deployment and monitoring - Feature engineering and selection - Model training, evaluation, and optimization |
| Watson AI Services and Deployment | 10-15% | - Watson Assistant integration - Monitoring deployed models - Deploying models as REST APIs - Watson Discovery overview |
| Data Science and Watson Fundamentals | 20-25% | - Data collection, preparation, and exploration - IBM Watson ecosystem and components - Data science methodology and CRISP-DM framework |
| Data Visualization and Storytelling | 15-20% | - Communicating findings to stakeholders - Visualization best practices - Interactive dashboards and reports |
| Watson Studio and Watson Knowledge Catalog | 20-25% | - Data governance and cataloging - Data asset management - Project management and collaboration - AutoAI and automatic model building |
IBM Watson Data Scientist v1 Sample Questions:
In IBM Garage Methodology, the 'Minimum Viable Product' (MVP) concept is crucial for:
- A. Waiting for all possible features to be developed before release
- B. Maximizing the budget before the product launch
- C. Extending the timeline of the project indefinitely
- D. Testing hypotheses with the smallest investment of time and resources
Correct Answer: D 🗳️
The first step in performing exploratory data analysis (EDA) typically involves:
- A. Connecting to as many data sources as possible
- B. Choosing a color palette for data visualization
- C. Determining the hypothesis for the analysis
- D. Selecting a random sample of data to analyze
Correct Answer: C 🗳️
Which two packages can be used to customize the software configuration of a Jupyter notebook environment in Cloud Pak for Data?
- A. bash
- B. conda
- C. pip
- D. vim
- E. sudo
Correct Answer: B,C 🗳️
In defining a business problem, what is essential to align with the stakeholders?
- A. Business objectives
- B. Data sources
- C. Technical requirements
- D. Project milestones
Correct Answer: A 🗳️
Assessing the feasibility of a solution(s) often requires evaluating:
- A. Preferred communication channels of the project manager
- B. Technical feasibility, cost, and time constraints
- C. Market competition only
- D. The color scheme of the user interface
Correct Answer: B 🗳️
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