Get Graded Innovating with Google Cloud Artificial Intelligence Quiz Answers
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Innovating with Google Cloud Artificial Intelligence Module 02 Quiz Answers
Q1. Which option refers to the use of technologies to build machines and computers that can mimic cognitive functions associated with human intelligence?
Correct Answer: Artificial intelligence
Explanation: Artificial intelligence (AI) refers to technologies that enable machines to perform tasks that typically require human intelligence, such as learning, problem-solving, and decision-making.
Q2. Which technology relies on models to analyze large amounts of data, learn from the insights, and then make predictions and informed decisions?
Correct Answer: Machine learning
Explanation: Machine learning (ML) uses algorithms to analyze data, learn from patterns, and make predictions or decisions without being explicitly programmed.
Q3. Google applies generative AI to products like Google Workspace, but what is generative AI?
Correct Answer: A type of artificial intelligence that can produce new content, including text, images, audio, and synthetic data.
Explanation: Generative AI creates new content by learning from existing data. It powers tools like AI-based text generation, image creation, and more.
Q4. How do data analytics and business intelligence differ from AI and ML?
Correct Answer: Data analytics and business intelligence identify trends from historical data, whereas AI and ML use data to make decisions for future business.
Explanation: Data analytics focuses on interpreting past data, while AI and ML use data to make predictions and automate decision-making for future use.
Q5. Artificial intelligence is best suited for replacing or simplifying rule-based systems. Which is an example of this in action?
Correct Answer: Training a machine learning model to predict a search result ranking.
Explanation: AI is effective in automating tasks traditionally governed by predefined rules, such as ranking search results based on user preferences.
Q6. You’re watching a video on YouTube and are shown a list of videos that YouTube thinks you are interested in. What ML solution powers this feature?
Correct Answer: Personalized recommendations
Explanation: ML models use user behavior and preferences to make personalized content recommendations.
Q7. Which use case demonstrates ML’s ability to process natural language?
Correct Answer: Identifying the topic and sentiment of customer email messages so that they can be routed to the relevant department.
Explanation: ML’s natural language processing (NLP) capabilities allow systems to understand and analyze human language for tasks like sentiment analysis and topic identification.
Q8. Which dimension for measuring data quality means that the data conforms to a set of predefined standards and definitions such as type and format?
Correct Answer: Validity
Explanation: Validity ensures that data meets predefined rules and standards for format, type, and structure.
Q9. What does the consistency dimension refer to when data quality is being measured?
Correct Answer: Whether the data is uniform and doesn’t contain any contradictory information.
Explanation: Consistency means that data values across datasets or within a dataset do not conflict with each other.
Q10. Google’s AI principles are a set of guiding values that help develop and use artificial intelligence responsibly. Which of these is one of Google’s AI principles?
Correct Answer: AI should be socially beneficial.
Explanation: Google’s AI principles emphasize using AI in ways that positively impact society while avoiding harm or unfair bias.
Innovating with Google Cloud Artificial Intelligence Module 03 Quiz Answers
Q1. Google Cloud offers four options for building machine learning models. Which is best when a business wants to code their own machine learning environment, the training, and the deployment?
Correct Answer: Custom training
Explanation: Custom training provides the flexibility to code and control the entire machine learning pipeline, from environment setup to deployment.
Q2. BigQuery ML is a machine learning service that lets users:
Correct Answer: Build and evaluate machine learning models in BigQuery by using SQL.
Explanation: BigQuery ML allows users to create and deploy machine learning models using familiar SQL commands directly within BigQuery.
Q3. An online retailer wants to help users find specific products faster on their website. One idea is to allow shoppers to upload an image of the product they’re looking to purchase. Which of Google’s pre-trained APIs could the retailer use to expand this functionality?
Correct Answer: Vision API
Explanation: The Vision API enables applications to analyze and understand the content of images, such as identifying products in uploaded images.
Q4. A large media company wants to improve how they moderate online content. Currently, they have a team of human moderators that review content for appropriateness, but are looking to leverage artificial intelligence to improve efficiency. Which of Google’s pre-trained APIs could they use to identify and remove inappropriate content from the media company’s website and social media platforms?
Correct Answer: Vision API
Explanation: The Vision API can detect inappropriate or explicit content in images, making it suitable for content moderation.
Q5. Which feature of Vertex AI lets users build and train end-to-end machine learning models by using a GUI (graphical user interface), without writing a line of code?
Correct Answer: AutoML
Explanation: AutoML in Vertex AI provides a no-code solution for building and training machine learning models through a user-friendly GUI.
Q6. What’s the name of Google’s application-specific integrated circuit (ASIC) that is used to accelerate machine learning workloads?
Correct Answer: Tensor Processing Unit (TPU)
Explanation: Google’s TPU is designed specifically to accelerate machine learning computations, offering high efficiency and performance.
Q7. Which Google Cloud AI solution is designed to help businesses improve their customer service?
Correct Answer: Contact Center AI
Explanation: Contact Center AI uses AI technologies like virtual agents to enhance customer service operations by automating responses and providing insights.
Q8. Which Google Cloud AI solution is designed to help businesses automate document processing?
Correct Answer: Document AI
Explanation: Document AI automates the processing of documents, extracting structured data from unstructured formats like PDFs and images.
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