In Agile product development, what is the purpose of a "sprint"?
A sprint is a meeting where product managers discuss long-term strategies
A sprint is a short, fixed period during which a specific set of tasks are completed
A sprint is a stage where the product is launched to the market
A sprint is a brainstorming session for generating new product ideas
What is the correct sequence of product development lifecycle stages?
Ideation, validation, prototyping, marketing, development, launch, and improvement
Ideation, prototyping, development, validation, launch, marketing, and improvement
Prototyping, ideation, development, validation, marketing, improvement and launch
Prototyping, validation, ideation, marketing, development, improvement and launch
Which AiDa capability enables colleagues across the organization with tools & capabilities to build AI/ML solutions?
Learn
Govern
Monitor
Develop
Which of the following is NOT a potential application of large language models?
Writing code for software development
Generating human-like chatbot responses
Predicting stock market trends
Creating art installations
What does "model parallelism" refer to in the context of distributed deep learning?
Training multiple models in parallel
Using multiple activation functions in a single model
Splitting a single model across multiple devices due to memory limitations
Parallelizing the data preprocessing step
What is the modeling hackathon called for crowdsourcing solutions for intricate business problems at Global Decision Sciences?
Modeling Super Bowl
Kaggle
MTC
None of these
Which framework built by the AI Governance provides explanations of decisions of the model in terms that humans can easily understand?
Interpretability Framework
Hyperparameter Tuning Framework
Variable Selection Framework
None of these
What is model interpretability?
The ability of a model to make accurate predictions
The ability of a model to explain its predictions and decisions in a way that is understandable
The ability of a model to learn from new data
The ability of a model to generalize to new situations
Which framework built by the AI Governance identifies the best set of model parameters for optimal performance for all the models?
Interpretability Framework
Hyperparameter Tuning Framework
Variable Selection Framework
None of these
Which tool provides the capability of automating the model document process?
AutoDoc
Model interpretability
Model utility
None of these
Which of the following is an example of a NLP application in social media monitoring?
Sentiment analysis to understand customer feedback
Topic modeling to identify trending topics and themes
Named entity recognition to identify key influencers and brands
Text classification to categorize social media posts by topic
What is the Deep Learning first layer is called?
Hidden layer
Outer layer
Inner layer
None of these
Which of the following methods DOES NOT prevent a model from overfitting to the training set?
Dropout
Pooling
Early stopping
Data augmentation
Which of the following is NOT a type of image recognition?
Object detection
Facial recognition
Image classification
Scene understanding
Which of the following is NOT a critical component of document understanding for underwriting?
Identifying relevant information
Verifying accuracy and completeness
Analyzing financial statements
Reviewing legal documents
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