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IBM C1000-177 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluate the Business Problem | 16% | - Formulate the hypothesis to be tested - Translate business objectives into Data Science/ML/AI solutions - Identify appropriate tools for analysis |
| Pre-Processing and Feature Engineering | 33% | - Select relevant features - Integrate data from different sources and formats - Handle data anomalies and missing values - Mitigate imbalanced data - Identify the best categorical data encoding techniques - Normalize data - Transform features |
| Perform Exploratory Data Analysis | 21% | - Assess data characteristics to guide future processing - Visually examine the data for data understanding - Conduct statistical analysis of data - Visualize data to identify patterns/trends - Deselect features that have minimal predictive value |
| Model Selection, Training, Evaluation, and Presentation | 17% | - Identify adequate machine learning model - Split the data to support model evaluation - Choose appropriate model metrics to assess model performance |
| Development Tools and Techniques | 13% | - Assess which modeling and statistical techniques are best suited - Select the appropriate environment and libraries |
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The official IBM Foundations of Data Science using IBM watsonx outline defines 5 domains. The leading three are Perform Exploratory Data Analysis (21%), Pre-Processing and Feature Engineering (33%), and Model Selection, Training, Evaluation, and Presentation (17%). The full list is in the topics section above, and CertkingdomPDF's 0 practice questions cover each one.
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The IBM Foundations of Data Science using IBM watsonx exam welcomes candidates from different ages and fields; IBM sets any formal requirements. Verify the current rules on the official IBM exam page before registering.
The C1000-177 exam is a IBM certification exam validating the IBM Foundations of Data Science using IBM watsonx syllabus shown above. It belongs to these credential paths: IBM Certified watsonx Data Scientist - Associate. Candidates in 2026 prepare for it with CertkingdomPDF's 0 practice questions, available as a printable PDF, a Windows Desktop Test Engine, and an Online Test Engine — three versions of the same materials.
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