IBM A1000-144 exam - in .pdf

A1000-144 pdf
  • Exam Code: A1000-144
  • Exam Name: Assessment: IBM Machine Learning Data Scientist v1
  • Updated: Sep 09, 2026
  • Q & A: 0 Questions and Answers
  • PDF Price: $888.00
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  • Exam Code: A1000-144
  • Exam Name: Assessment: IBM Machine Learning Data Scientist v1
  • Updated: Sep 09, 2026
  • Q & A: 0 Questions and Answers
  • PDF Version + PC Test Engine + Online Test Engine
  • Value Pack Total: $1776.00  $908.00
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IBM A1000-144 exam - Testing Engine

A1000-144 Testing Engine
  • Exam Code: A1000-144
  • Exam Name: Assessment: IBM Machine Learning Data Scientist v1
  • Updated: Sep 09, 2026
  • Q & A: 0 Questions and Answers
  • Software Price: $888.00
  • Testing Engine

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IBM A1000-144 Exam Syllabus Topics:

SectionWeightObjectives
Model Monitoring in Production17%- Operational ML monitoring
  • 1. Bias detection
    • 2. Model evaluation
      • 3. Production monitoring
        Exploratory Data Analysis and Data Preparation18%- Data understanding and preparation
        • 1. Data visualization
          • 2. Data balancing and partitioning
            • 3. Data cleaning and anonymization
              Model Refinement and Deployment18%- ML pipeline and deployment
              • 1. Training environment setup
                • 2. Feature engineering
                  • 3. Tool selection
                    • 4. Model explainability
                      • 5. Hyperparameter tuning
                        Evaluate business problem including ethical implications21%- Business requirements understanding
                        • 1. Ethical considerations in AI
                          • 2. AI Ladder assessment
                            • 3. Define business requirements
                              • 4. AI design thinking
                                • 5. Identify available data
                                  Model Implementation26%- Machine learning modeling
                                  • 1. Supervised learning (classification)
                                    • 2. Unsupervised learning (clustering)
                                      • 3. Supervised learning (regression)
                                        • 4. Dimensionality reduction

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