A project manager is overseeing the transition of a company ' s legacy system to a new AI-driven solution.
The team has identified multiple cognitive patterns required for different aspects of the system. However, the project manager is concerned about overcomplicating the transition.
Which activity should be performed first?

• A. Consolidate all cognitive patterns into a single iteration
• B. Identify parts of the project that do not require intelligent systems
• C. Train employees on all identified cognitive patterns simultaneously
• D. Establish a phased approach targeting one pattern at a time

A project manager is preparing a contingency plan for an AI-driven customer service platform. They need to determine an effective strategy to handle potential system downtimes. Which strategy addresses the project manager's objective?

• A. Creating a robust customer service logging system to quickly identify and resolve issues
• B. Implementing a manual override system for critical customer queries
• C. Providing extensive training to customer service representatives on handling AI failures
• D. Developing an automated fallback chatbot with limited capabilities

An IT services company is working on a project to develop an AI-based customer support system. During data preparation, the project manager needs to clean and transform customer interaction logs.
What is an effective technique to handle any missing data?

• A. Remove records with missing values if minimal
• B. Fill missing values with zeros without analysis
• C. Duplicate existing data to fill in missing gaps
• D. Ignore missing data if it seems insignificant

The project team at an IT services company is working on an AI-based customer support chatbot. To help ensure the chatbot functions effectively, they need to define the required data.
Which method meets the project requirements?

• A. Integrating feedback from beta customers to refine the model
• B. Developing a new script based on anticipated customer queries
• C. Using synthetic data generated from sample customer conversations
• D. Gathering historical customer interaction logs for training data

An inexperienced team is training a neural network model on a desktop computer, which is taking a significant amount of time.
Which recommended approach will reduce the model training time?

• A. Divide the dataset into multiple smaller datasets and train the model on each dataset using a desktop computer.
• B. Utilize a contractor to provide the model training portion.
• C. Train the model over multiple desktop computers.
• D. Train the model on graphics processing units (GPUs).