Data Cloud Flashcards
What are two agentforce guardrails?
- Natural-language instructions telling the agent what it can and can’t do.
- Built-in security features in the Einstein Trust Layer
When is it best practice to connect orgs using Data Cloud One?
When you want to centralize control across orgs and minimize data silos
What type of connection lets Salesforce orgs power platform features with Data Cloud data?
Companion Connection
3 types of connections that allow SF orgs to use data cloud data to power platform features
- Standard SF CRM Connections
- Data Cloud One companion connections
- Data Sources
Performance is evaluated on what type of set?
Test Set
What is Data Cleaning?
Remove irrelevant data, correcting errors, and possibly anonymizing sensitive information.
Data Collection is what?
Accumulate relevant data for the specific domain or task. This might involve gathering user interactions or using domain-specific data.
Try to list 5 of these known Harm Distribution Bias taxonomies
race
sex
religion
nation of origin, citizenship, immigrant status
disability
age
financial means
sexual orientation or gender identity
information and communication
transportation and storage
Arts
Entertainment and recreation
law enforcement
wholesale and retail trade
public administration
human health and social work activities
administrative and support service activities
Education
Defense
Real Estate
Service
Manufacturing
What is a Harm Taxonomy?
1) an entity that experienced
2) a harm event or harm issue that
3) can be directly linked to a consequence of the behavior of
4) an AI system.
What are the 3 forms of data that an org gathers?
- Structured
- Semi-structured
3.Unstructured
Types of Unstructured data can be…
Chat Transcripts
Audio files
Video files
Emails
Legal Documents
Large texts ie books or articles
Data Cloud references unstructured data in what formats?
HTML
TXT
PDF
What are some connections Data Cloud already supports?
Amazon S3
Azure Blob Storage
Google Cloud Storage
How do you reference unstructured data through a connection?
Create a connection between your external blob store and Data Cloud
Create an unstructured data lake object (UDLO) and map it to an unstructured data model object (UDMO).
What is a UDLO?
Unstructured Data lake object
What is a UDMO?
Unstructured Data Model Object