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Certification Path
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CAU305 Exam topics
Candidates must know the Defender + Sentry exam topics before they start of preparation because it will really help them in hitting the core. Our CAU-305 practice test and CAU-305 practice exams will include the following topics. These are covered in our CAU-305 exam dumps.
Deploying an ML pipeline
Measuring, monitoring, and troubleshooting machine learning models
Leveraging pre-built ML models as a service
Target Hosts Using Privileged Session Manager
What are the configuration options for all the out-of-box reports and gadgets (except Agile reports and gadgets)? What is their behavior and expected results?
Conversational experiences (e.g., Dialogflow)
Mapping to current and future business requirements
Identity and access management (e.g.,Cloud IAM)
Who can change a Project Key, and what are the effects on issues in the project?
Ensuring scalability and efficiency
Who can change the Simplified Workflow? What are the limitations on changes to the Simplified Workflow?
Designing for data and application portability (e.g., multi-cloud, data residency requirements)
Which configurations (schemes, versions, components, etc) are shared versus unique when new projects are (1) created from template or (2) with a shared configuration?
Building and running test suites
Performing data preparation and quality control (e.g., Cloud Dataprep)
Data staging, cataloging, and discovery
When is it best to use components, and when is it best to use a custom field instead?
Monitoring Privileged Account Access
Choosing between ACID, idempotent, eventually consistent requirements
What features are available for Jira Software projects, and to users who have Jira Software application access (as compared to just Jira Core)?
Legal compliance (e.g., Health Insurance Portability and Accountability Act (HIPAA), Children's Online Privacy Protection Act (COPPA), FedRAMP, General Data Protection Regulation (GDPR))
Pipeline monitoring (e.g., Stackdriver)
Distributed vs. single machine
Hardware accelerators (e.g., GPU, TPU)
Data security (encryption, key management)
Customizing ML APIs (e.g., AutoML Vision, Auto ML text)
Ingesting appropriate data
What are the features, uses, limitations/restrictions of workflow changes, especially the Simplified Workflow?
Assessing, troubleshooting, and improving data representations and data processing infrastructure
Use of edge compute
What is the relationship between screens, screen schemes and issue type screen schemes?
Where are all the places you need to look to fully identify what permissions a particular user has?
What are the uses of Project Category in Jira?
Ensuring reliability and fidelity
Ensuring flexibility and portability
Designing for security and compliance
Which project details can be added and changed by Project Administrators?
Retraining of machine learning models (Cloud Machine Learning Engine, BigQuery ML, Kubeflow, Spark ML)
Machine learning terminology (e.g., features, labels, models, regression, classification, recommendation, supervised and unsupervised learning, evaluation metrics)
What are the use cases where it is best to use Project Roles rather than Groups?
Which business requirements necessitate the use of separate issue types in a project (e.g. different screens, workflows, etc.)?
What is an Issue Collector and what permissions are needed to configure it?
What are all the various factors that influence whether a field is visible on a screen?
Which export options are available from the Issue Navigation? The following will be discussed here:
What changes can be performed on statuses and transitions?
Planning, executing, and stress testing data recovery (fault tolerance, rerunning failed jobs, performing retrospective re-analysis)
What is the importance of the Browse Projects permission?
Continuous evaluation
What things may need to be updated as a result of workflow changes of any kind?
Impact of dependencies of machine learning models
Verification and monitoring
How do combinations of permissions work together to enable specific actions?
Choosing the appropriate training and serving infrastructure
What workflow changes can be done through the board by board administrators?
How are valid JQL queries written? What operators and arguments are valid for various JQL functions (e.g. membersOf(), StartOfDay(), WAS, CHANGED, etc.)
Securely Managing the System Architecture
ML APIs (e.g., Vision API, Speech API)
Common sources of error (e.g., assumptions about data)
Operationalizing machine learning models
Resizing and autoscaling resources
Ensuring privacy (e.g., Data Loss Prevention API)
Defining the CyberArk Privileged Account Security Solution Architecture
What types of workflow changes can Project Administrators make if Extended Project Administration is activated?
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