AI/ML, Misc Flashcards
A company is working on a project that requires the ingestion of user interaction from end-user apps and server events from many clients simultaneously.
Which service best fits the requirement?
Firestore
Firebase
Pub/Sub
Dataflow
Pub/Sub
You are employed by a digital media firm. Your team has been given the challenge of designing the architecture of an application that must gather events from many clients so it can be used to stream millions of requests while maintaining high availability and HIPAA compliance.
Which managed service would fulfill the requirement?
Firestore
Dataproc
Pub/Sub
Dataflow
Pub/Sub
You are the team leader working for a brand-name clothing company. You’ve been asked to help reduce the workload on your manual workers using ML technology.
What service can you use to help identify products of interest within images and visually search product catalogs?
A. VisionML
B. BigQueryML
C. VideoML
C. ImageML
A. VisionML
An organization is searching for an open-source machine learning platform to build and deploy their own custom machine learning applications using TPUs.
Which Google Cloud product or service should the organization use?
A. TensorFlow
B. BigQuery ML
C. Vision API
D. AutoML Vision
A. TensorFlow
TPU = TensorFlow = ML/AI
How does Google Cloud enable customers to leverage the power of artificial intelligence and machine learning?
A. With scalable on-premises tensor processing units
B. With APIs and tools for users at different levels of expertise
C. With affordable and scalable quantum computing
D. With machine learning models that always require custom training
B. With APIs and tools for users at different levels of expertise
Your organization needs to categorize objects in a large group of static images using machine learning. Which Google Cloud product or service should your organization use?
A. BigQuery ML
B. AutoML Video Intelligence
C. Cloud Vision API
D. AutoML Tables
C. Cloud Vision API
Which Google Cloud service or feature lets you build machine learning models using Standard SQL and data in a data
warehouse?
A. BigQuery ML
B. TensorFlow
C. AutoML Tables
D. Cloud Bigtable ML
A. BigQuery ML
An organization needs to categorize a large group of photographs using pre-trained machine learning.
Which Google Cloud product or service should the organization use?
A. Vision API
B. BigQuery ML
C. AutoML Vision
D. Looker
A. Vision API
If you need readymade models, use Vision API
If you want to train your own models, use AutoML Vision
An organization needs to train a machine learning model to categorize photographs.
Which Google Cloud product or service should the organization use?
A. Video Intelligence API
B. AutoML Vision
C. BigQuery ML
D. Looker
B. AutoML Vision
If you need readymade models, use Vision API
If you want to train your own models, use AutoML Vision
An organization needs to categorize text-based customer reviews on their website using a pre-trained machine learning model.
Which Google Cloud product or service should the organization use?
A. Cloud Natural Language API
B. Dialogflow
C. Recommendations AI
D. TensorFlow
A. Cloud Natural Language API
An organization wants to use all available data to offer predictive suggestions on their website that improve over time.
Which method should the organization use?
A. Data automation
B. Trends analysis
C. Machine learning
D. Multiple regression
C. Machine learning
HInt: Predictive
An organization wants to use multiple marketing datasets to forecast user acquisition.
How should they use cloud technology to gain new insights from the data?
A. Import the datasets into a custom data warehouse, and then archive old data
B. Import and selectively archive the datasets in a custom data lake
C. Separate the datasets and make predictions using machine learning
D. Combine the datasets and make predictions using machine learning
D. Combine the datasets and make predictions using machine learning
How do out-of-the-box APIs make artificial intelligence and machine learning more accessible for all Google Cloud customers?
A. They don’t require technical specialists.
B. They don’t require data input and validation.
C. They require fewer security permissions.
D. They all require custom training models.
A. They don’t require technical specialists.
What is artificial intelligence?
A. Any system that ingests data in real time
B. Any system that automatically structures data
C. Any system capable of a task that requires smart analytics to generate predictions
D. Any system capable of a task that normally requires human cognition
D. Any system capable of a task that normally requires human cognition
An organization needs a platform to create custom end-to-end artificial intelligence models.
Which Google Cloud product or service should the organization use?
A. Dataproc
B. Compute Engine
C. Recommendations AI
D. Vertex AI
D. Vertex AI
