Description
Expected AIP-210 Exam Topics, as suggested by CertNexus :
- Module 1: Identify potential ethical concerns/ Analyze machine learning system use cases
- Module 2: Train, validate, and test data subsets/ Training and Tuning ML Systems and Models
- Module 3: Recognize relative impact of data quality and size to algorithms/ Engineering Features for Machine Learning
- Module 4: Transform numerical and categorical data/ Address business risks, ethical concerns, and related concepts in operationalizing the model
- Module 5: Understanding the Artificial Intelligence Problem/ Analyze the use cases of ML algorithms to rank them by their success probability
- Module 6: Address business risks, ethical concerns, and related concepts in training and tuning/ Work with textual, numerical, audio, or video data formats
- Module 7: Design machine and deep learning models/ Explain data collection/transformation process in ML workflow
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