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